PhD Marcos Ortega Hortas

Catedrático de universidade (CAT-UN)

Department	Computer Science and Information Technologies
Knowledgment area	Computational Science and Artificial Intelligence
Research	Research group Grupo de Visión Artificial y Reconocimiento de Patrones
Research lines	Computer Vision, Image Processing, Medical Imaging, Medical Informatics, Pattern Recognition
Teaching merits evaluation	3 five years period(s)
Research merits evaluation	4 six years period(s)
Contacto	UDC directory
Orcid id0000-0002-2798-0788 ResearcherIDA-5955-2011 Scopus24475406900

Associate Professor at the University of A Coruña (accredited by ANECA for Full Professor) in the area of Computer Science and Artificial Intelligence in the Faculty of Computer Science where he is a member of the dean's team since 2017 as Secretary of the Faculty. Coordinator of the VARPA group at UDC, a group of competitive excellence recognised by the Xunta de Galicia. At CITIC he is part of its steering committee and is responsible for the Machine Vision area. He is also a member of the Instituto de Investigación Biomédica de A Coruña (INIBIC) with rank of Principal Investigator.

Director of the Institutional Chair UDC-Instituto Técnológico de Galicia (ITG) on Unmanned Aerial Vehicles. He is a member of the Technical Committee of Standardisation of the UNE on Artificial Intelligence and Big Data as well as of the group of experts of the Computational Intelligence Society of the IEEE. Representative of the UDC in the Digital Innovation Hub DIHGIGAL of Galicia, being coordinator of its technological node of Artificial Intelligence as well as in the Health Cluster of Galicia.

As for the most relevant scientific awards and prizes, the following should be highlighted: National Prize of Informatics and Health 2022 recognised by the Spanish Society of Health Informatics. Distinguished by the Royal Galician Academy of Sciences for its work in the fight against Covid-19 in 2020. PuntoGal Award for the best research group in Galicia 2020 (1st edition). Galician Health Cluster Award 2022 - in the Knowledge category for the Neuro-ICT project on the detection of neurodegenerative diseases using AI image analysis. He has received awards for the best papers (oral and poster) throughout his career both in computer science congresses and in the field of health technology, such as the International Society of Retina and Vitreous (SIREV) Accésit for the best paper 2021 or the Madrilenian Society of Ophthalmology Award for the best poster on Artificial Intelligence in Ophthalmology.

Director of three doctoral theses with the highest qualification, international mention and extraordinary prizes, as well as dozens of end-of-degree projects, currently directing another six doctoral theses. Member of the PhD programmes in Computer Science and Health Sciences. He has also participated in the definition of the curriculum of the MIR training programme in digital competencies at the Hospital de A Coruña, a pioneering initiative to promote the digital transformation of the health sector in Spain.

He has been awarded grants at all stages of his research career until its consolidation. He has also worked abroad on funded stays at the University of Sassari and Amsterdam. He has participated in more than 50 European, national and regional competitive projects, being PI in 8 projects, 7 of them from the National R&D Plan. As a result of these projects, he is the author of more than 70 publications indexed in the JCR, most of them in first quartile positions. He has also presented numerous papers at prestigious international conferences in his field (GGS1-2) such as MICCAI, CVPR, ICCV or ICASSP, as well as 15 book chapters. He has participated in more than 60 R&D contracts with private companies, being PI in 18 of them. In total he has raised more than €1.700.000 in research funds as Principal Investigator. He is the author of 3 patents and more than 30 intellectual property registrations, in commercial exploitation.

Expert evaluator in committees of the Spanish Research Agency (AEI) and in international calls of other scientific agencies such as in Poland, Austria or Portugal as well as in international European Joint Programme programmes. Member of editorial committees, programme committees and regular reviewer in relevant international journals and congresses.

Teaching

Subjects taught

This section shows the teaching given in degrees, masters and other officers studies in last 6 years.

Subject and involved studies	Type	Total hours
Advanced Medical Visualization Master in Bioinformatics for Health Sciences	Optional	10
AI in Health Master's Degree in Artificial Intelligence	Optional	1.5
Applied Computer Vision Degree in Artificial Intelligence	Optional	28
Audiovisual Data Analysis and Interpretation Degree in Data Science and Engineering	Optional	7
Computer Vision Degree in Computer Engineering	Optional	21
Computer Vision I Master's Degree in Artificial Intelligence	Compulsory	4
Final Year Dissertation Degree in Data Science and Engineering	Compulsory	8
Final Year Dissertation. Mention in Computer Science Degree in Computer Engineering	Compulsory	19.16
Human Action Recognition Master in Computer Vision	Optional	6
Human Machine Interfaces Degree in Computer Engineering	Compulsory	15
Master´s Dissertation Master's Degree in Artificial Intelligence	Compulsory	1.5
Master's Dissertation Master in Bioinformatics for Health Sciences	Compulsory	9.5
Work Placement Master in Bioinformatics for Health Sciences Master in Bioinformatics for Health Sciences	Optional	0.5

Subject and involved studies	Type	Total hours
Advanced Medical Visualization Master in Bioinformatics for Health Sciences	Optional	10
AI in Health Master's Degree in Artificial Intelligence	Optional	3.5
Applied Computer Vision Degree in Artificial Intelligence	Optional	28
Audiovisual Data Analysis and Interpretation Degree in Data Science and Engineering	Optional	7
Computer Vision Degree in Computer Engineering	Optional	21
Computer Vision I Master's Degree in Artificial Intelligence	Compulsory	4
Final Year Dissertation Degree in Data Science and Engineering	Compulsory	4
Final Year Dissertation. Mention in Computer Science Degree in Computer Engineering	Compulsory	16
Final Year Dissertation. Mention in Software Engineering Degree in Computer Engineering	Compulsory	4
Human Action Recognition Master in Computer Vision	Optional	5
Human Machine Interfaces Degree in Computer Engineering	Compulsory	15
Master's Dissertation Master's in Computer Engineering	Compulsory	3.3
Master's Dissertation Master in Bioinformatics for Health Sciences	Compulsory	2.66
Master's Dissertation Master in Computer Vision	Compulsory	14.33

Subject and involved studies	Type	Total hours
Advanced Medical Visualization Master in Bioinformatics for Health Sciences	Optional	10
AI in Health Master's Degree in Artificial Intelligence	Optional	3.5
Audiovisual Data Analysis and Interpretation Degree in Data Science and Engineering	Optional	7
Computer Vision Degree in Computer Engineering	Optional	21
Computer Vision I Master's Degree in Artificial Intelligence	Compulsory	4
Final Year Dissertation. Mention in Computer Science Degree in Computer Engineering	Compulsory	18.67
Final Year Dissertation. Mention in Information Technology Degree in Computer Engineering	Compulsory	5.33
Final Year Dissertation. Mention in Software Engineering Degree in Computer Engineering	Compulsory	2.66
Human Action Recognition Master in Computer Vision	Optional	11
Human Machine Interfaces Degree in Computer Engineering	Compulsory	15
Master's Dissertation Master in Bioinformatics for Health Sciences	Compulsory	9.33
Master's Dissertation Master in Computer Vision	Compulsory	1
Work Placement Master in Bioinformatics for Health Sciences Master in Bioinformatics for Health Sciences	Optional	1

Subject and involved studies	Type	Total hours
Advanced Medical Visualization Master in Bioinformatics for Health Sciences	Optional	10
Audiovisual Data Analysis and Interpretation Degree in Data Science and Engineering	Optional	7
Computer Vision Degree in Computer Engineering	Optional	21
Computer Vision I Master's Degree in Artificial Intelligence	Compulsory	2
Final Year Dissertation. Mention in Computer Science Degree in Computer Engineering	Compulsory	9.33333333333333
Final Year Dissertation. Mention in Software Engineering Degree in Computer Engineering	Compulsory	2.66666666666667
Human Action Recognition Master in Computer Vision	Optional	11
Human Machine Interfaces Degree in Computer Engineering	Compulsory	20
Master's Dissertation Master in Bioinformatics for Health Sciences	Compulsory	8

Subject and involved studies	Type	Total hours
Advanced Medical Visualization Master in Bioinformatics for Health Sciences	Optional	10
Computer Vision Degree in Computer Engineering	Optional	21
Final Year Dissertation. Mention in Software Engineering Degree in Computer Engineering	Compulsory	2.66
Human Action Recognition Master in Computer Vision	Optional	11
Human Machine Interfaces Degree in Computer Engineering	Compulsory	20
Image Description and Modeling Master in Computer Vision	Compulsory	2
Image, Video and Audio Processing Degree in Data Science and Engineering	Compulsory	7
Master's Dissertation Master in Bioinformatics for Health Sciences	Compulsory	4

Subject and involved studies	Type	Total hours
Advanced Machine Learning for Computer Vision Master in Computer Vision	Compulsory	3
Advanced Medical Visualization Master in Bioinformatics for Health Sciences	Optional	9
Biomedical Image Analysis Master in Computer Vision	Optional	16
Computer Vision Degree in Computer Engineering	Optional	42
Final Year Dissertation. Mention in Computer Science Degree in Computer Engineering	Compulsory	12
Human Action Recognition Master in Computer Vision	Optional	11
Human Machine Interfaces Degree in Computer Engineering	Compulsory	15
Information and Communication Technologies Degree in English Studies: Language and Literature Degree in Galician and Portuguese Studies: Language and Literature Degree in Spanish Studies: Language and Literature Programa de simultaneidad del Grado en Español: Estudios Lingüísticos y Literarios y el Grado en Gallego y Portugués: Estudios Lingüísticos y Literarios Programa de simultaneidade do Grao en Inglés: Estudos Lingüísticos e Literarios e o Grao en Español: Estudos Lingüísticos e Literarios Programa de simultaneidade do Grao en Inglés: Estudos Lingüísticos e Literarios e o Grao en Galego e Portugués: Estudos Lingüísticos e Literarios	Core	17
Instrumentation and Processing for Biomedical Applications Master in Computer Vision	Compulsory	8
Master's Dissertation Master in Bioinformatics for Health Sciences	Compulsory	8
Work Placement Master in Bioinformatics for Health Sciences Master in Bioinformatics for Health Sciences	Optional	1

Defined tutoring by teacher for 2024/2025 academic course.

Faculty of Computer Science

Quarter	Day	Site
1st quarter	Monday 10:00 a 13:00	Despacho 4.20 en Facultade de Informática
1st quarter	Wednesday 10:00 a 13:00	Despacho 4.20 en Facultade de Informática
2nd quarter	Monday 10:00 a 13:00	Despacho 4.20 en Facultade de Informática
2nd quarter	Thursday 10:00 a 13:00	Despacho 4.20 en Facultade de Informática

EOG works and final master thesis directed

Directed or codirected by current teacher since 2013 year.


Automatic system for the detection and classification of pulmonary pathologies by analysis of chest radiographs
Self-supervised learning based on ocular laterality and rotation for glaucoma detection using deep neural networks


Automated Detection and Classification of Sea Urchin Larvae in Microscopic Images Using Deep Learning
Automatic detection and classification of risk levels of melanocytic lesions in dermatoscopic images
ComunicELA: Assistive Communication Software for Patients with Amyotrophic Lateral Sclerosis
Deep Features Analysis through Transfer Learning for the Detection of Neurodegenerative Diseases using OCT Images
Deep learning-based methods for the automated control of production chain Deep learning-based methods for the automated control of production chain processes
Hydromorphological characterization of rivers: detection and classification of obstacles in rivers using LiDAR data and Ortophotos.


Automated control of the use of industrial containers using deep learning techniques
Automated detection of Alzheimer's disease from OCT retinal images in PS19 tau transgenic mice
Automatic segmentation of fluid regions associated with central serous chorioretinopathy using optical coherence tomography images
Deep Learning for Automatic Segmentation of Drusen in Retinal OCT Images
Deep Learning-based scene analysis for UAVs safe landing
Development of an automatic retinal segmentation method for the detection of neurodegenerative diseases using Geometric Deep Learning
Fully automatic deep convolutional approaches for the screening of neurodegenerative diseases using multi-view OCT images
Hydromorphological characterization of rivers: active channel, topographic riverbank and riparian zone delimitation of rivers using LIDAR data and orthophotos
Medición automática do tempo de ruptura da película lagrimal baseada en métodos de aprendizaxe profunda
Pk-Pharm: Platform tool for personalised drug dosing
Web platform for clinical management and improvement of multimodal analysis of photoreceptor degeneration in the retina


Automated morphological analysis of corneal endothelial cells in digital microscopy images
Automatic CCTV video stream análisis for the estimation of cargo occupancy in port environments
Automatic synthetic image generation methods to improve OCT-A image analysis
Automatic video streaming analysis to detect docking and undocking events in port environments.
Characterization of age-related ocular diseases in OCT images through deep learning techniques
Design and implementation of a mobile application for monitoring attention deficit hyperactivity disorder (ADHD)
Detection and counting cell nuclei in breast histopathological images through deep learning techniques
Machine learning for data analysis of patients diagnosed with COVID-19
Molecular analysis of potential phage receptors in clinical strains of Klebsiella pneumoniae
Web-based platform for automatic analysis of retinal vasculature by optical coherence tomography angiography
Web-based platform for the analysis of ciliary muscle morphology using AS-OCT images


3D representation, visualization and animation of star clusters using augmented reality
Automatic Segmentation and Intuitive Visualisation of the Epirretinal Membrane in 3D OCT Images Using Deep Convolutional Approaches.
Capacity of deep learning networks for the diagnosis of COVID-19 through studies of patient typology
Chuquel modules management
Dx-OPHTHA: Web platform for patient management and intelligent diagnosis in ophthalmological imaging
Dx-OPHTHA: Web platform for patient management and intelligent diagnosis in ophthalmological imaging
Generative methods to produce novel chest radiographs for improved diagnosis of COVID-19.


Tool for identification and 3D visualization of fluid associated with DMAE


Application of assistance to ophthalmology for the adjustment of contact lenses to measure in irregular corneas
Automatic extraction tool of biomarkers associated with ischemia in OCT-A images
Experimentation with self-supervised deep learning models over retinographic images based on contextual information
Platform for computer aided diagnosis of macular edema in OCT eye fundus images
Vascular density measurement tool using OCT-A ophthalmoligical images


Automatic mosaic composition using OCTA images
Extraction and visualization of the cornea-lens relation in AS-OCT images
Macular edema diagnossis by means of the automatic identification and characterization of regions of interest in OCT eye fundus images
Membrane toxicity characterisation throuh digital image processing techniques
Web application for the creation of density maps of photorreceptors in OCT images


Biomedical parameters calculation tool for Angio OCT ophthalmological images
Integration of high level functionalities in a platform of smart video management
Platform for CT image management in lung cancer analysis


Tool for automatic detection and visualization of epiretinal membrane in OCT pictures
Venous artery tree reconstruction on 3D from retinal OCT images


Automatic alignment of retinal OCT images


Analysis, design and implementation of a J2EE web application with MVC architecture: Travel/holiday manager
Tool for part based object detection

Research results

Select merit type and year to query research merits.

Axuda para a consolidación e estruturación de unidades de investigación competitivas. GRC 2024

Funding entity	Consellería de Educación, Ciencia, Universidades e Formación Profesional
Main researches	Marcos Ortega Hortas
Type	Proyecto Programas Autonomicos
Dates	From 01/01/2024 to 20/11/2027

IA confiable y explicable para el diagnóstico por imagen médica asistido por ordenador: Nuevos avances y aplicaciones

Funding entity	Ministerio de Ciencia, Innovación y Universidades
Main researches	Marcos Ortega Hortas (IP1) / Jorge Novo Buján (IP2)
Type	Proyecto Programas Nacionales
Dates	From 01/09/2024 to 31/08/2027

Desarrollo de herramientas basadas en aprendizaje máquina y visión artificial para la automatización de la histomorfometría

Funding entity	Ibonelab S.L.
Main researches	N. Barreira
Type	Contrato
Dates	From 01/01/2023 to 21/12/2023

3-i ICT - International, Interdisciplinary and Inter-sectoral Information and Communications Technology PhD Programme

Funding entity	COMISIÓN EUROPEA
Main researches	M. G. Penedo
Type	Proyecto Internacional
Dates	From 01/01/2022 to 31/12/2026

Diagnóstico digital: transformando la detección y manejo de pacientes en enfermedades neurovasculares"

Funding entity	Ministerio de Ciencia e Innovación
Main researches	Marcos Ortega Hortas (IP1) / Jorge Novo Buján (IP2)
Type	Proyecto Programas Nacionales
Dates	From 01/12/2022 to 30/11/2024

Mejoras en el diagnóstico e investigación clínica mediante tecnologías inteligentes aplicadas a imagen oftalmológica

Funding entity	Ministerio de Ciencia e Innovación
Main researches	Marcos Ortega Hortas
Type	Proyecto Programas Nacionales
Dates	From 01/12/2022 to 30/11/2024

Análisis de variables vasculares en imagen de retina (AVASIR)

Funding entity	Instituto Universitario de Investigación en Atención Primaria (IDIAP) Jordi Gol
Main researches	M. Ortega
Type	Contrato
Dates	From 01/03/2022 to 31/12/2025

Desarrollo y validación de modelos basados en técnicas de procesado de imagen e inteligencia artificial para análisis de vídeo en entornos de plantas de fabricación de torres eólicas (GRIT)

Funding entity	AGATA TECHNOLOGY SL
Main researches	M. Ortega
Type	Contrato
Dates	From 01/07/2022 to 31/03/2023

European Data Innovation Spaces and Hubs - Gold Label

Funding entity	Big Data Value Association
Main researches	Marcos Ortega Hortas
Type	Proyecto UE
Dates	From 30/09/2022 to 01/10/2023

Análisis de Imagen Retiniana mediante Inteligencia Artificial (ANIREIA)

Funding entity	Centro Internacional de Oftalmología Avanzada Profesor Fernández Vigo SL
Main researches	M. Ortega
Type	Contrato
Dates	From 23/12/2021 to 23/12/2024

Asesoramiento y asistencia científico-técnica sobre contenidos de proyectos cuya propuesta científico-técnica esté basada en la Inteligencia Artificial y sus aplicaciones.

Funding entity	Innovandum health SL
Main researches	M. Ortega
Type	Contrato
Dates	From 30/12/2021 to 30/06/2024

Convenio de colaboración con la Fundación de Investigación HM Hospitales para el desarrollo del proyecto de i+d 'SARxCOV - Servicio Artificial en Rayos-X contra COVID' para actividades de investigación

Funding entity	Fundación de Investigación HM Hospitales
Main researches	Marcos Ortega Hortas
Type	Contrato
Dates	From 24/05/2021 to 24/05/2023

Sensórica, cómputo y almacenamiento de alto rendimiento para soporte de tecnologías de inteligencia artificial y robótica de vehículos autónomos

Funding entity	Ministerio de Ciencia, Innovación y Universidades
Main researches	Manuel González Penedo
Type	Proyecto Programas Nacionales
Dates	From 01/01/2020 to 31/12/2020

Evaluación de pacientes con DMAE Húmeda mediante visión artificial (EDMAEVA)

Funding entity	Instituto de Investigación sanitaria de Santiago de Compostela (IDIS)
Main researches	M. G. Penedo
Type	Contrato
Dates	From 01/02/2020 to 31/12/2020

CADIA- Desarrollo y validación de una metodología de detección y conteo de núcleos celulares en imágenes histopatológicas teñidas por hematoxilina y eosina y almacenadas en una estructura dicom wsi

Funding entity	UTE VICOMTECH INYCOM
Main researches	Marcos Ortega Hortas, Jorge Novo Buján
Type	Contrato
Dates	From 22/01/2020 to 20/12/2020

Axudas para a consolidación e estruturación de unidades de investigación competitivas-GRC

Funding entity	Consellería de Educación e Ordenación Universitaria
Main researches	González Penedo, F. Manuel
Type	Proyecto Programas Autonomicos
Dates	From 01/01/2020 to 31/12/2023

OCUEXPLORER

Funding entity	Centro Internacional de Oftalmología Avanzada (CIOA)
Main researches	Marcos Ortega Hortas / Jorge Novo Buján
Type	Contrato
Dates	From 15/07/2020 to 15/07/2021

Ciencia e Enxeñería de datos para a avaliación, predición poboacional e personalizada da evolución da enfermidade COVID-19 (Ref. COV20/00604)

Funding entity	Axencia Galega de Innovación
Main researches	Ricardo Cao Abad; Manuel Francisco González Penedo
Type	Proyecto Programas Autonomicos
Dates	From 01/11/2020 to 31/12/2022

Inteligencia Artificial vs COVID-19: Avances en la detección, evaluación y seguimento

Funding entity	Axencia Galega de Innovación
Main researches	Marcos Ortega Hortas
Type	Proyecto Programas Autonomicos
Dates	From 01/11/2020 to 31/12/2022

Plataforma online para prevención y detección precoz de enfermedad vascular mediante análisis automatizado de información e imagen clínica

Funding entity	Instituto de Salud Carlos III (ISCIII)
Main researches	Marcos Ortega
Type	Proyecto Programas Nacionales
Dates	From 01/01/2019 to 31/12/2020

Desarrollo de tecnologías inteligentes para diagnóstico de la DMAE basadas en el análisis automático de nuevas modalidades heterogéneas de adquisición de imagen oftalmológica

Funding entity	Ministerio de Ciencia, Innovación y Universidades
Main researches	Marcos Ortega Hortas / Enrique Javier Carmona Suárez
Type	Proyecto Programas Nacionales
Dates	From 01/01/2019 to 31/12/2022

Adquisición de Licencias Software

Funding entity	Fundación Instituto de Investigación Sanitaria (FIDIS)
Main researches	Manuel G. Penedo
Type	Contrato
Dates	From 01/03/2019 to 31/12/2020

Plataforma tecnológica de inteligencia de negocio para mejora del posicionamiento en canal híbrido (BIPLATFORM)

Funding entity	Servicios Reunidos Externalización SL
Main researches	Noelia Barreira
Type	Contrato
Dates	From 04/03/2019 to 30/09/2021

Axudas para acreditación, estructuración e mellora de Centros de Investigación Singulares do Sistema Universitario de Galicia

Funding entity	CONSELLERIA DE EDUCACIÓN, UNIVERSIDADE E FORMACIÓN PROFESIONAL
Main researches	M.G. Penedo
Type	Proyecto Programas Autonomicos
Dates	From 01/12/2019 to 30/11/2022

Infraestructura para la optimización de recursos de cómputo orientada a proyectos de análisis de datos masivos y securización de sistemas y redes para el Centro de Investigación en TIC (CITIC)

Funding entity	Ministerio de Ciencia, Innovación y Universidades
Main researches	Manuel González Penedo
Type	Proyecto Programas Nacionales
Dates	From 01/01/2018 to 31/12/2019

Mejoras en la gestión integral sostenible de los arribazones de macroalgas que afectan a los bancos marisqueros

Funding entity	Cofradía de Pescadores "Virxen do Carmen" de Rianxo (A Coruña)
Main researches	Manuel F. González Penedo y Javier Cremades Ugarte
Type	Contrato
Dates	From 10/11/2018 to 31/12/2019

Mejoras en la gestión integral sostenible de los arribazones de macroalgas que afectan a los bancos marisqueros

Funding entity	Cofradía de Pescadores "A Pastoriza" de Vilanova de Arousa (Pontevedra)
Main researches	Manuel F. González Penedo y Javier Cremades Ugarte
Type	Contrato
Dates	From 01/10/2018 to 31/12/2019

Análisis de AVR en imagen de retina (AVIR)

Funding entity	INSTITUTO UNIVERSITARIO DE INVESTIGACIÓN EN ATENCIÓN PRIMARIA IDIAP
Main researches	Manuel González Penedo
Type	Contrato
Dates	From 15/07/2018 to 15/01/2020

ANÁLISIS DE IMÁGENES ANGIO-OCT

Funding entity	INSTITUTO OFTALMOLOGICO FRANCISCO GOMEZ ULLA S.L.P.
Main researches	Manuel González Penedo
Type	Contrato
Dates	From 26/11/2018 to 25/02/2019

PortsPlatform: Vision Artificial y SCA para SmartPort Aviles y Plataforma AGATA

Funding entity	Agatha Tecnology S.L.
Main researches	Marcos Ortega Hortas; Miguel Gonzalez Lopez
Type	Contrato
Dates	From 01/06/2018 to 31/12/2019

Desarrollo de herramienta patrón de imagen

Funding entity	Espai de Producció i Electrónica S.L.
Main researches	Marcos Ortega Hortas
Type	Contrato
Dates	From 20/09/2018 to 20/11/2018

I3AUPA, Innovación para Integrar la Información de forma Automática en los Puntos de Venta

Funding entity	Servicios Reunidos Externalización SL
Main researches	Noelia Barreira
Type	Contrato
Dates	From 10/11/2018 to 10/11/2018

Análisis de imágenes Angio-OCT

Funding entity	Instituto Oftalmológico Gómez-Ulla
Main researches	Manuel G. Penedo
Type	Contrato
Dates	From 26/11/2018 to 25/02/2019

Desarrollo de aplicaciones móviles Cronigal

Funding entity	Pamdor Prolin SL
Main researches	Noelia Barreira
Type	Contrato
Dates	From 10/10/2018 to 15/12/2018

Sistema de detección de intrusiones basado en visión artificial para la aplicación de UAVs en tareas de vigilancia activa en interiores

Funding entity	AVANSIG S.L.L.
Main researches	Noelia Barreira
Type	Contrato
Dates	From 01/01/2018 to 31/12/2018

STEPS: Solucións Tecnolóxicas para a Evolución na Prestación de Servizos en campo

Funding entity	Ministerio de Ciencia e Innovación
Main researches	Susana Ladra González
Type	Proyecto Programas Nacionales
Dates	From 02/04/2018 to 28/02/2021

Análisis de Retina Arteria Vena (AIRAV)

Funding entity	Instituto de Investigación Respira
Main researches	Manuel G. Penedo
Type	Contrato
Dates	From 26/12/2018 to 31/12/2019

Axudas para a consolidación e estruturación de unidades de investigación competitivas-GRC

Funding entity	Consellería de Cultura, Educación e Ordenación Universitaria
Main researches	Manuel Francisco González Penedo
Type	Proyecto Programas Autonomicos
Dates	From 01/01/2017 to 31/12/2019

Red de investigación IEMath-Galicia

Funding entity	Xunta de Galicia
Main researches	Juan José Nieto Roig
Type	Proyecto Programas Autonomicos
Dates	From 01/01/2017 to 31/12/2018

PLICAS - Protototipo para localizar e identificar productos en fotografías de lineales

Funding entity	Servicios Reunidos Externalización SL
Main researches	Noelia Barreira Rodríguez
Type	Contrato
Dates	From 26/04/2017 to 26/12/2017

I3AUPA- Innovación para Integrar la Información de forma Automática en los Puntos de ventA.

Funding entity	Servicios Reunidos Externalización SL
Main researches	Noelia Barreira Rodríguez
Type	Contrato
Dates	From 30/10/2017 to 30/11/2018

Fund. Santiago Apostol/N. Barreira - M. Glez. Penedo

Funding entity	FUNDACIÓN SANTIAGO APÓSTOL DE CIENCIAS SOCIAIS
Main researches	N. Barreira, M. G. Penedo
Type	Contrato
Dates	From 01/09/2017 to 30/09/2017

PLACES-Plataforma para el conocimiento estratégico de stakeholders: distribuidores y consumidores.

Funding entity	Servicios Reunidos Externalización SL
Main researches	Noelia Barreira Rodríguez
Type	Contrato
Dates	From 01/03/2016 to 31/10/2016

Desarrollo de recursos educativos digitales para la enseñanza de Física-Química, Biología-Geología y Tecnología en Educación Primaria Obligatoria, Secundaria Obligatoria y Bachillerato

Funding entity	FUNDACIÓN ESPAÑOLA PARA A CIENCIA E A TECNOLOXÍA
Main researches	Carmen Bao Varela
Type	Proyecto Programas Nacionales
Dates	From 01/01/2016 to 31/12/2016

SIRIUS - Sistema de análisis de microcirculación retiniana: evaluación multidisciplinar e integración en protocolos clínicos

Funding entity	Instituto de Salud Carlos III (ISCIII)
Main researches	Marcos Ortega Hortas
Type	Proyecto Programas Nacionales
Dates	From 01/01/2016 to 31/12/2017

LNDetector. Automatic Detection, Segmentation and Classification of Pulmonary Nodules System in Computed Tomography Images

Funding entity	Ministério da Ciência, Tecnologia e Ensino Superior, Fundação para a Ciência e Tecnologia (FCT)
Main researches	Aurélio Campilho
Type	Proyecto Programas Nacionales
Dates	From 01/06/2016 to 31/05/2019

ETHiC. Efficient Thermas Comfort

Funding entity	Arce Clima Sistemas y Aplicaciones S.L.
Main researches	Laura Milagros Castro Souto y Jorge Novo Buján
Type	Contrato
Dates	From 01/03/2016 to 01/07/2016

Equipamiento para desarrollo de proyectos de Big Data y Computación de Altas Prestaciones para el Centro de Investigación en TIC (CITIC)

Funding entity	Ministerio de Economía y Competitividad (MINECO)
Main researches	Manuel González Penedo
Type	Proyecto Programas Nacionales
Dates	From 01/01/2016 to 30/06/2018

OFTARED. Prevención, detección precoz, tratamiento y rehabilitación de las patologías oculares

Funding entity	Instituto de Salud Carlos III (ISCIII)
Main researches	Francisco González García
Type	Proyecto Programas Nacionales
Dates	From 01/01/2016 to 31/12/2020

Axudas para a acreditación, estruturación e mellora de centros de investigación singulares e agrupacións estratéxicas consolidadas do Sistema universitario de Galicia, cofinanciadas polo Fondo Europeo de Desenvolvemento Rexional (Feder), no marco do programa operativo Feder Galicia 2014-2020

Funding entity	Consellería de Cultura, Educación e Ordenación Universitaria
Main researches	Manuel F. González Penedo
Type	Proyecto Programas Autonomicos
Dates	From 01/01/2016 to 30/11/2019

Desarrollo de una plataforma inteligente de telecardiología

Funding entity	eDiagnostic SL
Main researches	Marcos Ortega Hortas
Type	Contrato
Dates	From 19/05/2016 to 31/12/2018

Asistencia técnica en tecnologías informáticas para modernización y actualización de plataforma de telemedicina

Funding entity	eDiagnostic SL
Main researches	Marcos Ortega Hortas
Type	Contrato
Dates	From 19/05/2016 to 31/01/2017

eDSalud, Plataforma de Telemedicina Multiespecialidad

Funding entity	Ministerio de Economía y Competitividad (MINECO)
Main researches	Marcos Ortega Hortas
Type	Proyecto Programas Nacionales
Dates	From 07/03/2016 to 31/12/2018

Airport Pavement Index Assessment (APIA)

Funding entity	Centro para el Desarrollo Tecnológico e Industrial (CDTI)
Main researches	Óscar Fontenla Romero y Noelia Barreira Rodríguez
Type	Proyecto Programas Nacionales
Dates	From 30/06/2015 to 31/12/2017

Smartport. Puerto de A Coruña. Puerto Inteligente. Subsistema de seguimiento y localización.

Funding entity	Agata Technology SL
Main researches	Marcos Ortega Hortas
Type	Contrato
Dates	From 01/07/2015 to 31/12/2016

Smartviport. Puerto de Vigo. Subsistema de visión artificial y reconocimiento de patrones.

Funding entity	Agata Technology SL
Main researches	Marcos Ortega Hortas
Type	Contrato
Dates	From 01/07/2015 to 31/12/2016

Identificación de productos en lineales a partir de imágenes. Estudio preliminar y análisis de viabilidad

Funding entity	Servicios Reunidos Externalización SL
Main researches	Noelia Barreira Rodríguez
Type	Contrato
Dates	From 24/03/2015 to 24/09/2015

Desarrollo de un sistema automático para el cálculo y visualización de propiedades anatómicas de la retina en SD-OCT y su correlación con análisis funcionales heterogéneos de la visión

Funding entity	Instituto de Salud Carlos III (ISCIII)
Main researches	Marcos Ortega Hortas
Type	Proyecto Programas Nacionales
Dates	From 01/01/2015 to 31/12/2017

MICROANEURISMAS. Estudio y desarrollo de una metodología para la detección automática de microaneurismas en retinografías digitales.

Funding entity	Ulma Innovación S.L.
Main researches	Marcos Ortega Hortas
Type	Contrato
Dates	From 20/09/2015 to 19/12/2015

Generación de módulos estudio variables por técnica de aprendizaje máquina (BigData)

Funding entity	FUNDACIÓN PARA LA INVESTIGACIÓN, EL DESARROLLO Y LA INNOVACIÓN DEL COMPLEXO HOSPITALARIO DE SANTIAGO (IDICHUS)
Main researches	Manuel F. González Penedo
Type	Contrato
Dates	From 01/03/2015 to 31/12/2015

UMI UDC NAVANTIA O estaleiro do futuro

Funding entity	Axencia Galega de Innovación
Main researches	Daniel Pena
Type	Proyecto Programas Autonomicos
Dates	From 01/09/2015 to 31/12/2018

Generación de módulos estudio variables por técnica de aprendizaje máquina (BIGDATA)

Funding entity	Fundación Inst. Invest. Sanitaria (FIDIS)
Main researches	Manuel G. Penedo
Type	Contrato
Dates	From 04/06/2015 to 02/06/2016

Desarrollo de nuevas tecnologías en el campo de análisis automático de imágenes digitales asociadas a diferentes dominios clínicos

Funding entity	Zarpamos Aceleradora de Empresas, S.L.; Leading Smart Health Technology S.L.
Main researches	Manuel González Penedo
Type	Contrato
Dates	From 08/01/2014 to 07/01/2019

Desarrollo de una metodología de procesado de imagen para el análisis automático de capturas marisqueras

Funding entity	Fundación Universidade da Coruña (FUAC)
Main researches	Marcos Ortega Hortas
Type	Contrato
Dates	From 06/06/2014 to 31/12/2014

Red de Investigación IEMath-Galicia

Funding entity	Consellería de Cultura, Educación e Ordenación Universitaria
Main researches	Juan José Nieto Roig
Type	Proyecto Programas Autonomicos
Dates	From 01/01/2014 to 31/12/2015

Desarrollo de una herramienta integrada para la evaluación y monitorización de los recursos marisqueros

Funding entity	FUNDACIÓN BIODIVERSIDAD
Main researches	Luís Jose Fernández Rodríguez
Type	Proyecto Otros Programas
Dates	From 01/05/2014 to 31/12/2014

Testing y puesta en marcha del sistema informático de monitorización de capturas

Funding entity	Fundación Universidade da Coruña (FUAC)
Main researches	Marcos Ortega Hortas
Type	Contrato
Dates	From 01/07/2014 to 31/12/2014

Investigación en nuevos procesos y aleaciones microaleados para la forja en caliente de cigüeñales de automoción (FORJACEMIC)

Funding entity	Centro para el Desarrollo Tecnológico e Industrial (CDTI)
Main researches	Carlos Brión
Type	Proyecto Programas Autonomicos
Dates	From 01/01/2013 to 31/12/2014

Laboratorio de Imagen Médica

Funding entity	Ministerio de Economía y Competitividad (MINECO)
Main researches	Noelia Barreira Rodríguez
Type	Proyecto Programas Nacionales
Dates	From 01/01/2013 to 31/12/2015

Proyección Informática para Entorno Educativo Superior

Funding entity	Informática Elinfo SL
Main researches	Manuel González Penedo
Type	Contrato
Dates	From 01/07/2013 to 31/12/2014

Análisis automático de imágenes de fondo de ojo asociadas a diferentes patologías

Funding entity	Institut d'Assistència Sanitaria (IAS)
Main researches	Manuel González Penedo
Type	Contrato
Dates	From 02/05/2013 to 31/12/2014

Desarrollo de un sistema para la detección automática de vehículos en plazas de aparcamiento

Funding entity	I MAS D3 Equipamientos Tecnológicos, S.L.
Main researches	Marcos Ortega Hortas
Type	Contrato
Dates	From 01/04/2013 to 31/05/2013

Investigación en nuevos procesos y aleaciones de aceros microaleados para la forja en caliente de cigüñales de automoción (FORJACEMIC)

Funding entity	VIGOTEC S.L.
Main researches	Mario Francisco Fernández y Manuel González Penedo
Type	Contrato
Dates	From 19/11/2013 to 19/05/2015

iDEAS: Dry Eye Assessment System

Funding entity	Universidade da Coruña, por la contratación de servicios externos del proyecto PI10/00578 del Instituto de Salud Carlos III.
Main researches	Manuel Francisco González Penedo
Type	Contrato
Dates	From 28/02/2013 to 30/08/2013

Desarrollo de una aplicación de escritorio para la adquisición de videos de película lacrimal y acceso a la plataforma IDEAS

Funding entity	Universidade da Coruña, por la contratación de servicios externos del proyecto PI10/00578 del Instituto de Salud Carlos III.
Main researches	Manuel Francisco González Penedo
Type	Contrato
Dates	From 04/09/2013 to 31/12/2013

Ayuda para la consolidación y estructuración de unidades de investigación competitivas del Sistema universitario de Galicia - Modalidad de grupos con potencial crecimiento.

Funding entity	Xunta de Galicia
Main researches	Manuel Francisco González Penedo
Type	Proyecto Programas Autonomicos
Dates	From 01/01/2013 to 30/11/2015

ANÁLISIS AUTOMÁTICO DE IMÁGENES DE RETINA Y CARÓTIDA: CORRELACIÓN ENTRE MICROCIRCULACIÓN RETINIANA Y MACROCIRCULACIÓN CEREBRO-VASCULAR

Funding entity	Ministerio de Economía y Competitividad
Main researches	Manuel Francisco González Penedo
Type	Proyecto Programas Nacionales
Dates	From 01/01/2012 to 31/12/2014

Licencias y adquisición de sofware médico y mejoras en el entorno clínico"

Funding entity	FUNDACIÓN PARA LA INVESTIGACIÓN, EL DESARROLLO Y LA INNOVACIÓN DEL COMPLEXO HOSPITALARIO DE SANTIAGO (IDICHUS)
Main researches	Manuel González Penedo
Type	Contrato
Dates	From 01/12/2012 to 30/09/2013

Ayudas para la consolidación y estructuración de unidades de investigación competitiva. Modalidad de agrupaciones estratégicas (CITIC)

Funding entity	Xunta de Galicia
Main researches	Ricardo Cao Abad
Type	Proyecto Programas Autonomicos
Dates	From 01/01/2012 to 31/12/2013

Desarrollo de una aplicación web para el análisis y clasificación del patrón inferencial en la capa lipídica superficial de la película lacrimal

Funding entity	Universidade da Coruña (UDC)
Main researches	Manuel Francisco González Penedo
Type	Contrato
Dates	From 01/03/2012 to 31/08/2012

Rede IEMath-Galicia (Programa de Consolidación y estructuración de unidades de investigación competitivas).

Funding entity	Xunta de Galicia
Main researches	Juan José Nieto Roig
Type	Proyecto Programas Autonomicos
Dates	From 01/01/2012 to 30/11/2013

Red de Enfermedades Oculares

Funding entity	Ministerio de Economía y Competitividad. Instituto de Salud Carlos III.
Main researches	FRANCISCO GOMEZ-ULLA DE IRAZAZABAL (Manuel González Penedo por el grupo VARPA)
Type	Proyecto Programas Nacionales
Dates	From 12/10/2012 to 31/12/2015

Early Prevention of Diabetes Complications in Europe (E-PREDICE)

Funding entity	COMISIÓN EUROPEA
Main researches	R. Gabriel
Type	Proyecto UE
Dates	From 01/01/2012 to 31/12/2017

Contratación de servicios de mantenimiento del software de retina

Funding entity	FUNDACIÓN PARA LA INVESTIGACIÓN, EL DESARROLLO Y LA INNOVACIÓN DEL COMPLEXO HOSPITALARIO DE SANTIAGO (IDICHUS)
Main researches	Manuel González Penedo
Type	Contrato
Dates	From 20/12/2011 to 15/12/2012

Asesoramento sobre análisis y prospección de necesidades de material informático y multimedia en ámbitos novedosos para la empresa

Funding entity	Informática Elinfo SL
Main researches	Manuel González Penedo
Type	Contrato
Dates	From 01/03/2011 to 23/02/2012

Actualización 2011 na páxina web da Escola de Traballo Social

Funding entity	Escuela Universitaria de Trabajo Social de Santiago de Compostela
Main researches	Manuel González Penedo
Type	Contrato
Dates	From 15/11/2011 to 14/01/2012

Licencias y adquisición de software para el proyecto de investigación RELACIÓN ENTRE MICROCIRCULACIÓN RETINIANA E MICROCIRCULACIÓN CEREBRAL

Funding entity	FUNDACIÓN PARA LA INVESTIGACIÓN, EL DESARROLLO Y LA INNOVACIÓN DEL COMPLEXO HOSPITALARIO DE SANTIAGO (IDICHUS)
Main researches	Marcos Ortega Hortas
Type	Contrato
Dates	From 01/10/2011 to 30/11/2011

Metodología para la implementación incremental de la inclusión de variables pronóstico y protocolo médico asociado a hipertensos incluido análisis de retina

Funding entity	FUNDACIÓN PARA LA INVESTIGACIÓN, EL DESARROLLO Y LA INNOVACIÓN DEL COMPLEXO HOSPITALARIO DE SANTIAGO (IDICHUS)
Main researches	Manuel Francisco González Penedo
Type	Contrato
Dates	From 01/09/2011 to 31/12/2011

Integración dun Procedemento para o Cálculo e Seguemento Temporal Automático de Variables Prognóstico en Retinografías nos SS. II. Sanitarios

Funding entity	Consellería de Economía e Industria
Main researches	Manuel González Penedo
Type	Proyecto Programas Autonomicos
Dates	From 15/12/2010 to 31/10/2013

Actualizaciones Página Web de la Escuela de Trabajo Social

Funding entity	FUNDACIÓN SANTIAGO APÓSTOL DE CIENCIAS SOCIAIS
Main researches	Manuel Francisco González Penedo
Type	Contrato
Dates	From 13/09/2010 to 12/11/2010

Desarrollo de un sistema de detección automática del área macular (Proyecto nacional ISCIII EC07/90687).

Funding entity	CITIC-IDICHUS
Main researches	Manuel Francisco González Penedo
Type	Contrato
Dates	From 13/10/2010 to 12/04/2011

Colaboración relativa a la cesión de Software desarrollado para la detección automática del área macular en imágenes de fondo de ojo

Funding entity	CITIC-IDICHUS
Main researches	Marcos Ortega Hortas
Type	Contrato
Dates	From 20/12/2010 to 20/06/2011

Axudas para a consolidación e a estruturación de unidades de investigación competitivas do sistema galego de I+D+I

Funding entity	Xunta de Galicia, Consellería de Economía e Industria
Main researches	Manuel Francisco González Penedo
Type	Proyecto Programas Autonomicos
Dates	From 01/01/2010 to 31/12/2010

Consolidación e estruturación de grupos de investigación: "Artificial Vision Group and Pattern Recognition. VARPA "

Funding entity	Dirección Xeral de Investigación, Desenvolvemento e Innovación
Main researches	Manuel Francisco González Penedo
Type	Proyecto Programas Autonomicos
Dates	From 01/01/2009 to 16/12/2009

Estudio de la microcirculación retiniana y su valor pronótico en el hipertenso mediante un sistema distribuido de procesado de imágenes de retina.

Funding entity	Instituto de Salud Carlos III (ISCIII)
Main researches	Manuel Francisco González Penedo
Type	Proyecto Otros Programas
Dates	From 01/01/2009 to 31/05/2011

Sistema computacional automático para el estudio de la microcirculación retiniana del hipertenso (Proyecto autonómico XG PS08/05).

Funding entity	CITIC-IDICHUS
Main researches	Manuel Francisco González Penedo
Type	Contrato
Dates	From 02/01/2009 to 02/01/2011

CONVENIO ENTRE A UDC, O CONCELLO DE BOIRO E A FUNDACIÓN EMPRESA-UNIVERSIDADE GALEGA ( FEUGA ) PARA REALIZACIÓN PROXECTO BOIRO- VIRTUAL

Funding entity	CONCELLO DE BOIRO
Type	Contrato
Dates	From 02/01/2008 to 01/01/2009

Axuda para a Consolidación e a Estruturación de Agrupaciones Estratégicas

Funding entity	Dirección Xeral de Investigación, Desenvolvemento e Innovación
Main researches	Victor Gulías
Type	Proyecto Programas Autonomicos
Dates	From 01/01/2008 to 31/12/2010

Axuda para a Consolidación e a Estruturación de Unidades de Investigación Competitivas do sistema galego de I+D+i

Funding entity	Dirección Xeral de Investigación, Desenvolvemento e Innovación
Main researches	Manuel Francisco González Penedo
Type	Proyecto Programas Autonomicos
Dates	From 01/01/2008 to 31/01/2008

Realización de adecuación de software (SIRIUS) que permita la medición del índice arteriovenoso sobre imágenes digitales de fondo de ojo

Funding entity	Institut d'Investigació Biomédica de Girona
Main researches	Manuel Francisco González Penedo
Type	Contrato
Dates	From 01/04/2008 to 02/03/2009

Desarrollo de una aplicación informática de sistema distribuido para hipertensos

Funding entity	Instituto Galego de Medicina Vascular S.L.
Main researches	Manuel Francisco González Penedo
Type	Contrato
Dates	From 15/12/2008 to 31/12/2010

Desarrollo de una aplicación web para la automatización de trámites relativos a actuaciones de rehabilitación

Funding entity	Consellería de Vivenda e Solo. Xunta de Galicia
Main researches	Manuel Francisco González Penedo
Type	Contrato
Dates	From 01/10/2008 to 28/02/2009

Convenio UDC-FEUGA-Xunta de Galicia: Servizo da adquisición dun software orientado á creación dun foro de centros históricos para oficinas de rehabilitación nas cidades galegas. EXP.:CV024-07

Funding entity	CONSELLERÍA DE VIVENDA E SOLO
Main researches	M G Penedo
Type	Contrato
Dates	From 22/04/2008 to 21/06/2009

CONVENIO DE COLABORACIÓN ENTRE A UDC, BOEHRINGER INGELHEIM ESPAÑA, S.A. ( BIESA ) E FEUGA PARA A POSTA A PUNTO DA APLICACIÓN INFORMÁTICA PARA MEDICIÓN SEMIAUTOMÁTICA DO ÍNDICE ARTERIOVENOSO SOBRE IMAXES DIXITAIS DE FONDO DE OLLO

Funding entity	BOEHRINGER INGELHEIM ESPAÑA, S.A. ( BIESA )
Type	Contrato
Dates	From 05/09/2007 to 15/09/2008

CONVENIO ENTRE FEUGA y EL INSTITUTO TECNOLÓGICO DE OFTALMOLOGÍA (ITO) PARA REALIZACIÓN DO PROXECTO "PREVENCIÓN E SCREENING PARA A DMAE" (PGIDIT07SIN013E)`

Funding entity	INSTITUTO TECNOLÓXICO DE OFTALMOLOXÍA
Main researches	Manuel Francisco González Penedo
Type	Contrato
Dates	From 01/11/2007 to 30/09/2010

Biopar sistema biométrico baseado en patrón de retina. Desenvolvemento e deseño algorítmico (subproxecto)

Funding entity	CONSELLERÍA DE INNOVACIÓN E INDUSTRIA
Main researches	Manuel Francisco González Penedo
Type	Proyecto Programas Autonomicos
Dates	From 01/12/2006 to 30/11/2009

Sistema distribuido para medida del calibre retiniano (SIDMECAR) (INCENTIVO)

Funding entity	Dirección Xeral de Investigación e Desenvolvemento
Main researches	Manuel Francisco González Penedo
Type	Proyecto Programas Autonomicos
Dates	From 04/06/2004 to 03/06/2007

REGACA (Rede galega de álxebra, computación e aplicacións)

Funding entity	CONSELLERÍA DE INNOVACIÓN, INDUSTRIA E COMERCIO
Main researches	MANUEL EULOGIO LADRA GONZALEZ
Type	Proyecto Programas Autonomicos
Dates	From 01/01/2004 to 31/12/2012

Herramienta para el registro de retinografías mediante detección de cruces y bifurcaciones en vasos sanguíneos RReCruBi

Type	Software Registrado
Entity	Universidade da Coruña (UDC)
Authors	Marcos Ortega Hortas, Jorge Novo Buján, J. Rouco, Álvaro S. Hervella, David Rivas-Villar
Application date	31/03/2022

Herramienta para la visualización intuitiva de la afectación pulmonar en pacientes de COVID-19 sobre radiología torácica. PORT-COVID-NET

Type	Software Registrado
Entity	Universidade da Coruña (UDC)
Authors	Marcos Ortega Hortas, Jorge Novo Buján, J. Rouco, Joaquim de Moura, Plácido L. Vidal, D. I. Morís
Application date	31/03/2022

Herramienta de Análisis de la Membrana Epirretiniana en Imágenes OCT - HAMER-OCT

Type	Software Registrado
Entity	Universidade da Coruña
Authors	Joaquim de Moura, Jorge Novo Buján, Marcos Ortega Hortas, J. Rouco, M. Gende
Application date	31/03/2022
Approval date	31/03/2022

Herramienta de caracterización y análisis de fluido en imágenes OCT de retina (CAFIR)

Type	Software Registrado
Entity
Authors	M G Penedo, M. Ortega, J. Novo, J. Rouco, J. de Moura, P. L. Vidal
Application date	31/03/2022
Approval date	31/03/2022

Herramienta web para el análisis automático de imagen radiológica de tórax (XRay4COVID)

Type	Software Registrado
Entity
Authors	M. Ortega, J. Novo, J. Rouco, J. de Moura, L. Ramos
Application date	31/03/2022
Approval date	31/03/2022

Herramienta para el cribado automático de COVID-19 en radiografías de tórax (COVID-SCREENING)

Type	Software Registrado
Entity
Authors	M. Ortega, J. Novo, J. Rouco, J. de Moura, P. L. Vidal, D. I. Morís
Application date	31/03/2022
Approval date	31/03/2022

Herramienta para la evaluación de riesgo de patología retiniana usando retinografía. RETINA-RISK

Type	Software Registrado
Entity	Universidade da Coruña
Authors	M. Ortega, J. Novo, J. Rouco, M.G. Penedo, A. S. Hervella
Application date	31/03/2022

Herramienta para la visualización en 3D de acumulaciones de líquido asociadas a la degeneración macular en cubos OCT

Type	Software Registrado
Entity	Universidade da Coruña
Authors	Manuel G. Penedo, Noelia Barreira Rodríguez, Jorge Novo, J. Rouco, Marcos Ortega, Emilio López-Varela, Plácido L. Vidal
Application date	31/03/2022

HSAVSR. Herramienta para la segmentación de arterias y venas y vasos sanguíneos en retinografía

Type	Software Registrado
Entity	Universidade da Coruña
Authors	Marcos Ortega Hortas, Jorge Novo Buján, J. Rouco, Álvaro S. Hervella, José Morano
Application date	31/03/2022
Approval date	31/03/2022

Herramienta para realizar cribado de DME en imágenes OCT. -OCT-CRIBADO

Type	Software Registrado
Entity	Universidade da Coruña (UDC)
Authors	M.G. Penedo, M Ortega, Noelia Barreira Rodríguez, J. Novo, J. Rouco, J. de Moura, M. Díaz González, Plácido L. Vidal
Application date	06/02/2020

Herramienta para la detección de landmarks vasculares en retinografía usando redes neuronales. RETINA DEEP - LANDMARKS

Type	Software Registrado
Entity	Universidade da Coruña (UDC)
Authors	M.G. Penedo, M Ortega, N. Barreira, J. Novo, J. Rouco, A. S. Hervella
Application date	06/02/2020

Herramienta para la identificación y caracterización de edema macular en imágenes OCT. -HAICEM OCT

Type	Software Registrado
Entity	Universidade da Coruña (UDC)
Authors	M.G. Penedo, M Ortega, Noelia Barreira Rodríguez, J. Novo, J. Rouco, J. de Moura, M. Díaz González, Plácido L. Vidal
Application date	06/02/2020

Herramienta para la extracción automática de zonas isquémicas en imágenes OCTA. -OCTA-ISQ

Type	Software Registrado
Entity	Universidade da Coruña (UDC)
Authors	M.G. Penedo, M Ortega, Noelia Barreira Rodríguez, J. Novo, J. Rouco, M. Díaz González
Application date	06/02/2020

Herramienta para la identificación y visualización de regiones con edema macular diabético. -IVIRE-EMD

Type	Software Registrado
Entity	Universidade da Coruña
Authors	M.G. Penedo, M Ortega, Noelia Barreira Rodríguez, J. Novo, J. Rouco, Plácido L. Vidal, Iago Otero
Application date	06/02/2020

Sistema distribuido para el análisis de imágenes médicas-MIDAS

Type	Software Registrado
Entity	Universidade da Coruña
Authors	M.G. Penedo, M Ortega, Noelia Barreira Rodríguez, J. Novo, J. Rouco, Plácido L. Vidal
Application date	06/02/2020

Herramienta para la estimación de la agudeza visual en imágenes OCTA.- OCTA-AV

Type	Software Registrado
Entity	Universidade da Coruña
Authors	M.G. Penedo, M Ortega, Noelia Barreira Rodríguez, J. Novo, J. Rouco, M. Díaz González
Application date	06/02/2020

Herramienta para la segmentación de estructuras vasculares en retinografía usando redes neuronales.-RETINA-DEEP-VASOS

Type	Software Registrado
Entity	Universidade da Coruña
Authors	M.G. Penedo, M Ortega, Noelia Barreira Rodríguez, J. Novo, J. Rouco, A. S. Hervella, L. Ramos
Application date	06/02/2020

Herramienta para la medición automática de la tortuosidad vascular en imágenes de retina usando propiedades anatómicas

Type	Software Registrado
Entity	Universidade da Coruña
Authors	M.G. Penedo, M Ortega, Noelia Barreira Rodríguez, J. Novo, J. Rouco, A. S. Hervella, L. Ramos
Application date	06/02/2020

Aplicación Gráfica para el manejo de parámetros biomédicos en imágenes oftalmológicas de tipo Angio OCT

Type	Software Registrado
Entity	Universidade da Coruña (UDC)
Authors	Marcos Ortega Hortas, Noelia Barreira Rodríguez, Jorge Novo Buján, M G Penedo, J. Rouco, M. Díaz González
Application date	20/03/2018
Approval date	20/03/2018

Herramienta para el cálculo de la densidad vascular en imágenes oftalmológicas de tipo Angio OCT

Type	Software Registrado
Entity	Universidade da Coruña (UDC)
Authors	M Ortega, Noelia Barreira Rodríguez, Jorge Novo Buján, M G Penedo, J. Rouco, M. Díaz González
Application date	20/03/2018
Approval date	20/03/2018

Herramienta para el cálculo de la ZAF en imágenes oftalmológicas de tipo Angio OCT

Type	Software Registrado
Entity	Universidade da Coruña (UDC)
Authors	Marcos Ortega Hortas, N. Barreira, M G Penedo, J. Rouco, Jorge Novo Buján, M. Díaz González
Application date	20/03/2018
Approval date	25/04/2018

Herramienta para la Identificación Automática de las Regiones quísticas de la Retina en imágenes de Tomografía de Coherencia Óptica

Type	Software Registrado
Entity	Universidade da Coruña (UDC)
Authors	M G Penedo, Marcos Ortega Hortas, N. Barreira, Jorge Novo Buján, J. Rouco, J. de Moura, Plácido L. Vidal
Application date	24/10/2017
Approval date	12/01/2018

Herramienta para el análisis y visualización automática de los mapas de densidad de los fotorreceptores de la retina en imágenes de Tomografía de Coherenci Óptica

Type	Software Registrado
Entity	Universidade da Coruña (UDC)
Authors	M G Penedo, Marcos Ortega Hortas, N. Barreira, J. Novo, J. Rouco, J. de Moura, D. Otero
Application date	24/10/2017
Approval date	12/01/2018

Herramienta para la segmentación automática de las capas de la retina en imágenes de Tomografía de Coherencia Óptica

Type	Software Registrado
Entity	Universidade da Coruña (UDC)
Authors	M G Penedo, Marcos Ortega Hortas, Noelia Barreira Rodríguez, Jorge Novo Buján, J. Rouco, J. de Moura, L. Sánchez
Application date	24/10/2017
Approval date	12/01/2018

Herramienta para la detección automática y visualización de la membrana epirretiniana en imágenes de OCT

Type	Software Registrado
Entity	Universidade da Coruña (UDC)
Authors	M G Penedo, M Ortega, N. Barreira, Jorge Novo, J. Rouco, J. de Moura, Sergio Baamonde
Application date	24/10/2017
Approval date	12/01/2018

Herramienta para la detección automática de la estructura vascular en imágenes de tomografía de coherencia óptica

Type	Software Registrado
Entity	Universidade da Coruña (UDC)
Authors	M G Penedo, M Ortega, Noelia Barreira Rodríguez, Jorge Novo, J. Rouco, J. de Moura
Application date	24/10/2017
Approval date	12/01/2018

Procedimiento para la monitorización , evaluación y predicción del estado de bancos pesqueros y marisqueros

Type	Patente
Entity
Authors	Luis Fernández, Ignacio Alborés, Patricia Verísimo, José Ramón Parama Gabia, Marcos Ortega Hortas
Application date	31/03/2017

Herramienta para el cálculo automático de la curvatura vascular

Type	Software Registrado
Entity
Authors	M.G. Penedo, Marcos Ortega Hortas, Noelia Barreira Rodríguez, Beatriz Remeseiro, Jorge Novo Buján, Brais Cancela Barizo, Alba Fernández Arias, Ana González López
Application date	27/05/2015

Herramienta para el seguimiento automático de puntos rojos en retinografías

Type	Software Registrado
Entity
Authors	M.G. Penedo, Marcos Ortega Hortas, Noelia Barreira Rodríguez, Beatriz Remeseiro, Jorge Novo Buján, Brais Cancela Barizo, Alba Fernández Arias, Luisa Sánchez Brea, Ana González López
Application date	27/05/2015

Herramienta para la detección automática de puntos rojos en retinografía

Type	Software Registrado
Entity
Authors	M.G. Penedo, Marcos Ortega Hortas, Noelia Barreira Rodríguez, Beatriz Remeseiro, Jorge Novo Buján, Brais Cancela Barizo, Alba Fernández Arias, Luisa Sánchez Brea, Ana González López
Application date	27/05/2015

Herramienta para la Definición Automática de mapas de la película lagrimal (M-PL)

Type	Software Registrado
Entity	Universidade da Coruña (UDC)
Authors	Marcos Ortega Hortas, M G Penedo, Noelia Barreira Rodríguez, Beatriz Remeseiro
Application date	28/05/2014

Herramienta para la Clasificación Automática de la Película Lagrimal

Type	Software Registrado
Entity	Universidade da Coruña (UDC)
Authors	M G Penedo, M Ortega, Noelia Barreira Rodríguez, Beatriz Remeseiro
Application date	12/11/2013
Approval date	02/01/2014

Herramienta para la estratificación del riesgo de hipertensión

Type	Software Registrado
Entity	Universidade da Coruña (UDC)
Authors	M.G. Penedo, Noelia Barreira Rodríguez, Marcos Ortega Hortas, L. Ramos, Jorge Novo Buján
Application date	12/11/2013
Approval date	02/01/2014

Herramienta para cálculo automático del índice arterio-venoso ("Caviar")

Type	Software Registrado
Entity	Universidade da Coruña (UDC)
Authors	M.G. Penedo, Marcos Ortega Hortas, Noelia Barreira Rodríguez, Sonia González Vázquez, Jorge Novo Buján, Brais Cancela
Application date	08/07/2013
Approval date	05/11/2013

Herramienta para la medición automática del tiempo de ruptura de la película lagrimal

Type	Software Registrado
Entity
Authors	M.G. Penedo, Marcos Ortega Hortas, Noelia Barreira Rodríguez, Lucía Ramos
Application date	12/11/2013
Approval date	02/01/2014

Herramienta para la medición de tiempos de respuesta en audiometrías

Type	Software Registrado
Entity
Authors	M.G. Penedo, Marcos Ortega Hortas, Noelia Barreira Rodríguez, Alba Fernández Arias
Application date	12/11/2013
Approval date	02/01/2014

Herramienta para la detección de reacciones espontáneas en audiometrías

Type	Software Registrado
Entity
Authors	M.G. Penedo, Marcos Ortega Hortas, Noelia Barreira Rodríguez, Alba Fernández Arias
Application date	12/11/2013
Approval date	02/01/2014

Herramienta para la clasificación automática de la ruptura de la película lagrimal

Type	Software Registrado
Entity
Authors	M.G. Penedo, Marcos Ortega Hortas, Noelia Barreira Rodríguez, Lucía Ramos
Application date	12/11/2013
Approval date	02/01/2014

Method, apparatus, and system for authomatic retinal image analysis

Type	Patente
Entity	Universidade da Coruña (UDC)
Authors	M G Penedo, Noelia Barreira Rodríguez, Marcos Ortega Hortas, Francisco Gómez-Ulla de Irazazábal, Antonio Pose Reino, Antonio Mosquera González, María J. Carreira Nouche
Application date	27/07/2011
Approval date	15/01/2013

Method, Apparatus, and System for retinal image analysis

Type	Patente
Entity	Universidade da Coruña (UDC)
Authors	Antonio Mosquera González, M G Penedo, Noelia Barreira Rodríguez, Marcos Ortega Hortas, María J. Carreira Nouche, Francisco Gómez-Ulla de Irazazábal, Antonio Pose Reino
Application date	01/02/2011
Approval date	08/01/2013

VARPA Retinal Authentication System (VARAS)

Type	Software Registrado
Entity	Universidade da Coruña (UDC)
Authors	M G Penedo, Noelia Barreira Rodríguez, Marta Penas Centeno, Marcos Ortega Hortas, J. Rouco, Jorge Novo Buján, David Calvo Romero, Beatriz Remeseiro
Application date	27/10/2009
Approval date	27/10/2009

Context Encoder Transfer Learning Approaches for Retinal Image Analysis

Authors	D. I. Morís, Álvaro S. Hervella, J. Rouco, Jorge Novo Buján, Marcos Ortega Hortas
Journal	COMPUTERS IN BIOLOGY AND MEDICINE Vol. 152 (pages 1 to 14)
DOI	https://doi.org/10.1016/j.compbiomed.2022.106451

Fully automatic segmentation and monitoring of choriocapillaris flow voids in OCTA images

Authors	Emilio López-Varela, Joaquim de Moura, Jorge Novo Buján, José Ignacio Fernández-Vigo, Francisco Javier Moreno-Morillo, Marcos Ortega Hortas
Journal	COMPUTERIZED MEDICAL IMAGING AND GRAPHICS Vol. 104 (pages 1 to 16)
DOI	https://doi.org/10.1016/j.compmedimag.2022.102172

A new generative approach for optical coherence tomography data scarcity: unpaired mutual conversion between scanning presets

Authors	M. Gende, J. de Moura, J. Novo, M G Penedo, M. Ortega
Journal	MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING
DOI	https://doi.org/10.1007/s11517-022-02742-6

Multivendor fully-automatic uncertainty management approaches for the intuitive representation of DME fluid accumulations in OCT images

Authors	P. L. Vidal, J. de Moura, J. Novo, M. Ortega
Journal	MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING (pages 1 to 16)
DOI	https://doi.org/10.1007/s11517-022-02765-z,

Weakly-supervised detection of AMD-related lesions in color fundus images using explainable deep learning

Authors	José Morano, A. S. Hervella, J. Rouco, Jorge Novo, José Ignacio Fernández-Vigo, Marcos Ortega
Journal	Computer Methods and Programs in Biomedicine Vol. 229 (pages 1 to 20)
DOI	https://doi.org/10.1016/j.cmpb.2022.107296

Computer-assisted evaluation of retinal vessel tortuosity in moderate-to-late preterm children

Authors	L. Raffa, O. Abudawd, N. Bugshan, S. Fageeh, L. Ramos, J. Novo, J. Rouco, M. Ortega
Journal	EUROPEAN JOURNAL OF OPHTHALMOLOGY
DOI	https://doi.org/10.1177/112067212311572

Comprehensive Analysis of Clinical Data for COVID-19 Outcome Estimation with Machine Learning Models

Authors	D. I. Morís, J. de Moura, Pedro J. Marcos, E. M. Rey, J. Novo, M. Ortega
Journal	Biomedical Signal Processing and Control Vol. 84 (pages 104818 to 104831)
DOI	https://doi.org/10.1016/j.bspc.2023.104818

Robust multi-view approaches for retinal layer segmentation in glaucoma patients via transfer learning

Authors	M. Gende, Joaquim de Moura, José Ignacio Fernández-Vigo, J. M. Martínez-de-la-Casa, Julián García-Feijóo, Jorge Novo Buján, Marcos Ortega
Journal	Quantitative Imaging in Medicine and Surgery Vol. 13 Num. 5 (pages 2846 to 2859)
DOI	https://doi.org/10.21037/qims-22-959

End-to-end multi-task learning approaches for the joint epiretinal membrane segmentation and screening in OCT images

Authors	M. Gende, J. de Moura, J. Novo, M. Ortega
Journal	COMPUTERIZED MEDICAL IMAGING AND GRAPHICS Vol. 98 (pages 102068 to 102081)
DOI	https://doi.org/10.1016/j.compmedimag.2022.102068

Early changes in choriocapillaris flow voids as an efficacy biomarker of photodynamic therapy in central serous chorioretinopathy

Authors	José Ignacio Fernández-Vigo, Francisco Javier Moreno-Morillo, Marcos Ortega Hortas, Emilio López-Varela, Jorge Novo Buján, Bárbara Burgos-Blasco, Lorenzo López Guajardo, Julián García-Feijóo, Juan Donate López
Journal	Photodiagnosis and Photodynamic Therapy Vol. 38 (pages 102862 to 102862102862)
DOI	https://doi.org/10.1016/j.pdpdt.2022.102862

Fully-automatic 3D intuitive visualization of Age-related Macular degeneration fluid accumulations in OCT cubes

Authors	Emilio López-Varela, Plácido L. Vidal, Nuria Olivier Pascual, Jorge Novo Buján, Marcos Ortega Hortas
Journal	JOURNAL OF DIGITAL IMAGING (pages 1 to 12)
DOI	https://doi.org/10.1007/s10278-022-00643-6

Fully automatic deep convolutional approaches for the analysis of COVID-19 using chest X-ray images

Authors	Joaquim de Moura, Jorge Novo, Marcos Ortega
Journal	Applied Soft Computing Vol. 115 (pages 108190 to 108190)
DOI	https://doi.org/10.1016/j.asoc.2021.108190

End-to-end multi-task learning for simultaneous optic disc and cup segmentation and glaucoma classification in eye fundus images

Authors	Álvaro S. Hervella, J. Rouco, J. Novo, M. Ortega
Journal	Applied Soft Computing Vol. 116 (pages 1 to 13)
DOI	https://doi.org/10.1016/j.asoc.2021.108347

Robust fully-automatic multi-stage learning for the intuitive representation of MME accumulations in OCT images

Authors	Plácido L. Vidal, J. J. De Moura Ramos, J. Novo, M. Ortega
Journal	INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

Retinal microaneurysm detection using adversarial pre-training with unlabeled multimodal images

Authors	Álvaro S. Hervella, J. Rouco, J. Novo, M. Ortega
Journal	Information Fusion Vol. 79 (pages 146 to 161)
DOI	https://doi.org/10.1016/j.inffus.2021.10.003

Does imbalance in chest X-ray datasets produce biased deep learning approaches for COVID-19 screening?

Authors	L. Álvarez-Rodríguez, J. de Moura, J. Novo, M. Ortega
Journal	BMC Medical Research Methodology Vol. 22
DOI	https://doi.org/10.1186/s12874-022-01578-w

Multimodal image encoding pre-training for diabetic retinopathy grading

Authors	A. S. Hervella, J. Rouco, J. Novo, M. Ortega
Journal	COMPUTERS IN BIOLOGY AND MEDICINE Vol. 143 (pages 1 to 14)
DOI	https://doi.org/10.1016/j.compbiomed.2022.105302

Prediction of the response to photodynamic therapy in patients with chronic central serous chorioretinopathy based on optical coherence tomography using deep learning

Authors	J. I. Fernández-Vigo, V. Calleja, J. de Moura, J. Novo, B. Burgos-Blasco, Lorenzo López Guajardo, Juan Donate López, M. Ortega
Journal	Photodiagnosis and Photodynamic Therapy Vol. 40
DOI	https://doi.org/10.1016/j.pdpdt.2022.103107

Image-to-image translation with Generative Adversarial Networks via retinal masks for realistic Optical Coherence Tomography imaging of Diabetic Macular Edema disorders

Authors	Plácido L. Vidal, Joaquim de Moura, Jorge Novo Buján, Manuel G. Penedo, Marcos Ortega
Journal	Biomedical Signal Processing and Control Vol. 79
DOI	https://doi.org/10.1016/j.bspc.2022.104098

Unsupervised contrastive unpaired image generation approach for improving tuberculosis screening using chest X-ray images

Authors	D. I. Morís, J. de Moura, J. Novo, M. Ortega
Journal	PATTERN RECOGNITION LETTERS Vol. 164 (pages 60 to 66)
DOI	https://doi.org/10.1016/j.patrec.2022.10.026

Repeatability of choriocapillaris flow voids by optical coherence tomography angiography in central serous chorioretinopathy

Authors	José Ignacio Fernández-Vigo, Francisco Javier Moreno-Morillo, Emilio López-Varela, Jorge Novo Buján, Marcos Ortega Hortas, Bárbara Burgos-Blasco, Lorenzo López Guajardo, Juan Donate López
Journal	PLOS ONE Vol. 17 (pages 1 to 14)
DOI	https://doi.org/10.1371/journal.pone.0279243

Multi-stage transfer learning for lung segmentation using portable X-ray devices for patients with COVID-19

Authors	Plácido L. Vidal, J. de Moura, Jorge Novo Buján, Marcos Ortega Hortas
Journal	Expert Systems with Applications Vol. 173 (pages 114677 to 114677)
DOI	https://doi.org/10.1016/j.eswa.2021.114677

Automatic Segmentation and Intuitive Visualisation of the Epiretinal Membrane in 3D OCT Images Using Deep Convolutional Approaches

Authors	M. Gende, J. de Moura, J. Novo, P. Charlón, M Ortega
Journal	IEEE Access Vol. 9 (pages 75993 to 76004)
DOI	https://doi.org/10.1109/access.2021.3082638

Data augmentation approaches using cycle-consistent adversarial networks for improving COVID-19 screening in portable chest X-ray images

Authors	D. I. Morís, J. de Moura, J. Novo, M. Ortega
Journal	Expert Systems with Applications Vol. 185 (pages 115681 to 115681)
DOI	https://doi.org/10.1016/j.eswa.2021.115681

Self-supervised multimodal reconstruction pre-training for retinal computer-aided diagnosis

Authors	Álvaro S. Hervella, J. Rouco, Jorge Novo Buján, Marcos Ortega Hortas
Journal	Expert Systems with Applications Vol. 185
DOI	https://doi.org/10.1016/j.eswa.2021.115598

Feature definition and comprehensive analysis on the robust identification of intraretinal cystoid regions using Optical Coherence Tomography images

Authors	J. de Moura, Plácido L. Vidal, J. Novo, J. Rouco, M G Penedo, M Ortega
Journal	PATTERN ANALYSIS AND APPLICATIONS (pages 1 to 15)

Robust multimodal registration of fluorescein angiography and opticalcoherence tomography angiography images using evolutionary algorithms

Authors	J. Martinez-Rio, Enrique J. Carmona, D. Cancelas, J. Novo, M. Ortega
Journal	COMPUTERS IN BIOLOGY AND MEDICINE Vol. 134
DOI	https://doi.org/10.1016/j.compbiomed.2021.104529

Intraretinal fluid pattern characterization in Optical Coherence Tomography images

Authors	J. de Moura, Plácido Vidal, J. Novo, J. Rouco, M.G. Penedo, M Ortega
Journal	Sensors Vol. 20 Num. 7 (pages 1 to 23)
DOI	https://doi.org/10.3390/s20072004

Deep multi-instance heatmap regression for the detection of retinal vessel crossings and bifurcations in eye fundus images

Authors	A. S. Hervella, J. Rouco, J. Novo, M.G. Penedo, M. Ortega
Journal	Computer Methods and Programs in Biomedicine Vol. 186 (pages 1 to 12)
DOI	https://doi.org/10.1016/j.cmpb.2019.105201

Learning the retinal anatomy from scarce annotated data using self-supervised multimodal reconstruction

Authors	Álvaro S. Hervella, J. Rouco, Jorge Novo Buján, Marcos Ortega Hortas
Journal	Applied Soft Computing Vol. 91 Num. 106210 (pages 1 to 16)
DOI	https://doi.org/10.1016/j.asoc.2020.106210

Self-supervised multimodal reconstruction of retinal images over paired datasets

Authors	Álvaro S. Hervella, J. Rouco, Jorge Novo Buján, Marcos Ortega Hortas
Journal	Expert Systems with Applications Vol. 161 (pages 1 to 14)
DOI	https://doi.org/10.1016/j.eswa.2020.113674

Modeling, localization and segmentation of the foveal avascular zone on retinal OCT-Angiography images

Authors	Enrique J. Carmona, M. Díaz González, Jorge Novo Buján, Marcos Ortega Hortas
Journal	IEEE Access Vol. 8 (pages 152223 to 152238)
DOI	https://doi.org/10.1109/access.2020.3017440

A Survey on Artificial Intelligence Techniques for Biomedical Image Analysis in Skeleton-Based Forensic Human Identification

Authors	Pablo Mesejo Santiago, Rubén Martos, Óscar Ibáñez Panizo, Jorge Novo Buján, Marcos Ortega Hortas
Journal	Applied Sciences Vol. 10 Num. 14 (pages 1 to 37)

Joint Diabetic Macular Edema segmentation and characterization in OCT images

Authors	J. de Moura, G. Samagaio, J. Novo, P. Almuiña, M. Fernández, M. Ortega
Journal	JOURNAL OF DIGITAL IMAGING Vol. 33 (pages 1335 to 1351)
DOI	https://doi.org/10.1007/s10278-020-00360-y

Diabetic Macular Edema characterization and visualization using Optical Coherence Tomography Images

Authors	Plácido L. Vidal, J. de Moura, M. Díaz González, J. Novo, M. Ortega
Journal	Applied Sciences Vol. 10 Num. 7718 (pages 1 to 23)
DOI	https://doi.org/10.3390/app10217718

Deep convolutional approaches for the analysis of Covid-19 using chest X-Ray images from portable devices

Authors	J. de Moura, L. Ramos, Plácido L. Vidal, M. Cruz, L. Abelairas, E. Castro, J. Novo, M. Ortega
Journal	IEEE Access Vol. 8 (pages 1 to 23)
DOI	https://doi.org/10.1109/access.2020.3033762

Intraretinal Fluid Pattern Characterization

Authors	Plácido L. Vidal, Joaquim de Moura, Jorge Novo Buján, J. Rouco, Marcos Ortega Hortas
Journal	Scholarly Community Encyclopedia (pages 1 to 5)

Heartbeat Classification of ECGs Fusing Temporal and Morphological Information via Ensemble of Classifiers

Authors	V. M. Mondejar-Guerra, J. Novo, J. Rouco, M.G. Penedo, Marcos Ortega Hortas
Journal	Biomedical Signal Processing and Control Vol. 47 (pages 41 to 48)

Automatic segmentation of the Foveal Avascular Zone in ophthalmological OCT-A images

Authors	M. Díaz González, Jorge Novo, P. Cutrín, Francisco Gómez Ulla, M.G. Penedo, M Ortega
Journal	PLOS ONE Vol. 14 Num. 2 (pages 1 to 22)

Artery/vein vessel tree identification in near-infrared reflectance retinographies

Authors	Joaquim de Moura, Jorge Novo Buján, J. Rouco, P. Charlón, M Ortega
Journal	JOURNAL OF DIGITAL IMAGING (pages 1 to 16)
DOI	https://doi.org/10.1007/s10278-019-00235-x

Automatic evaluation of eye gestural reactions to sound in video sequences

Authors	A. Fernández, M. Ortega, Joaquim de Moura, J. Novo, M.G. Penedo
Journal	Engineering Applications of Artificial Intelligence (pages 164 to 174)

Robust segmentation of retinal layers in optical coherence tomography images based on a multistage active contour model

Authors	A. González, J. de Moura, J. Novo, M Ortega, M.G. Penedo
Journal	Heliyon Vol. 5 Num. 2 (pages 1 to 34)

Automatic Retinal Vascularity Identification and Artery/Vein Classification Using Near-Infrared Reflectance Retinographies

Authors	Joaquim de Moura, Jorge Novo Buján, Marcos Ortega Hortas, Noelia Barreira Rodríguez, P. Charlón
Journal	COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE Vol. 983 (pages 262 to 278)
DOI	https://doi.org/10.1007/978-3-030-12209-6_13

Automatic identification and characterization of the epiretinal membrane in OCT images

Authors	Sergio Baamonde, Joaquim de Moura, Jorge Novo, P. Charlón, Marcos Ortega Hortas
Journal	Biomedical Optics Express Vol. 10 Num. 8 (pages 4018 to 4033)
DOI	https://doi.org/10.1364/boe.10.004018

A Novel Automatic Method to Estimate Visual Acuity and Analyze the Retinal Vasculature in Retinal Vein Occlusion Using Swept Source Optical Coherence Tomography Angiography

Authors	M. Díaz-Sotelo, M. Díaz González, M. Abraldes, Francisco Gómez Ulla, M.G. Penedo, M. Ortega
Journal	JOURNAL OF CLINICAL MEDICINE Num. 1515 (pages 1 to 17)

Automatic visual acuity estimation by means of computational vascularity biomarkers using OCT Angiographies

Authors	M. Díaz González, M. Diez-Sotelo, Francisco Gómez Ulla, J. Novo, M G Penedo, M. Ortega
Journal	Sensors Vol. 19 Num. 4732 (pages 1 to 18)

Computational assessment of the retinal vascular tortuosity integrating domain-related information

Authors	L. Ramos, J. Novo, J. Rouco, S. Romeo, M. Álvarez, M. Ortega
Journal	SCIENTIFIC REPORTS Vol. 9 Num. 19940 (pages 1 to 12)

Automatic identification and representation of the cornea-lens relationship using AS-OCT images

Authors	P. Cabaleiro, J. de Moura, Jorge Novo Buján, P. Charlón, Marcos Ortega Hortas
Journal	Sensors Vol. 19 (pages 1 to 21)
DOI	https://doi.org/10.3390/s19235087

Automatic identification and intuitive map representation of the Epiretinal Membrane presence in 3D OCT volumes

Authors	Sergio Baamonde, J. de Moura, Jorge Novo Buján, P. Charlón, Marcos Ortega Hortas
Journal	Sensors Vol. 19 (pages 1 to 17)
DOI	https://doi.org/10.3390/s19235269

Intraretinal fluid identification via enhanced maps using Optical Coherence Tomography images

Authors	Plácido L. Vidal, Joaquim de Moura, J. Novo, M.G. Penedo, M Ortega
Journal	Biomedical Optics Express Vol. 9 Num. 10 (pages 4730 to 4754)
DOI	https://doi.org/10.1364/boe.9.004730

Hydra: a web system for the analysis, diagnosis and treatment of cardiovascular diseases

Authors	A. Hermida-Ameijeiras, Marcos Ortega Hortas, J.E. Lopez-Paz, J. Novo, Noelia Barreira Rodríguez, M.G. Penedo, C. Calvo
Journal	JOURNAL OF HYPERTENSION Vol. 36 (pages 264 to 264)
DOI	https://doi.org/10.1097/01.hjh.0000539757.81385.f8

Detection of reactions to sound via gaze and global eye motion analysis using camera streaming

Authors	A. Fernández, Marcos Ortega Hortas, Joaquim de Moura, Jorge Novo, M G Penedo
Journal	MACHINE VISION AND APPLICATIONS Vol. 29 Num. 7 (pages 1069 to 1082)

Hydra, a Computer-Based Platform for Aiding Clinicians in Cardiovascular Analysis and Diagnosis

Authors	L. Ramos, J. Novo, Noelia Barreira Rodríguez, J. Rouco, M G Penedo, Marcos Ortega Hortas
Journal	Jove-Journal of Visualized Experiments Vol. 139 (pages 1 to 14)
DOI	https://doi.org/10.3791/58132

Interactive Three-Dimensional Visualization System of the Vascular Structure in OCT Retinal Images

Authors	Joaquim de Moura, Jorge Novo Buján, Marcos Ortega Hortas, Noelia Barreira Rodríguez, M G Penedo
Journal	LECTURE NOTES IN COMPUTER SCIENCE Vol. 10672 (pages 306 to 313)
DOI	https://doi.org/10.1007/978-3-319-74727-9_36

Retinal vascular tortuosity assessment: inter-intra expert analysis and correlation with computational measurements

Authors	J. Novo, J. Rouco, S. Romeo, M. Álvarez, M Ortega, L. Ramos
Journal	BMC Medical Research Methodology Vol. 18 Num. 144 (pages 1 to 11)

Automatic Macular Edema Identification and Characterization Using OCT Images

Authors	G. Samagaio, A. Estévez, J. de Moura, J. Novo, M. Fernández, M Ortega
Journal	Computer Methods and Programs in Biomedicine Vol. 163 (pages 47 to 63)

Automatic Segmentation of Diffuse Retinal Thickening Edemas Using Optical Coherence Tomography Images

Authors	G. Samagaio, Joaquim de Moura, Jorge Novo Buján, Marcos Ortega Hortas
Journal	Procedia Computer Science Vol. 126 (pages 472 to 481)

Automatic Characterization of the Serous Retinal Detachment Associated with the Subretinal Fluid Presence in Optical Coherence Tomography Images

Authors	Joaquim de Moura, Jorge Novo, Susana Penas, M Ortega, Jorge Silva, A. Mendonça
Journal	Procedia Computer Science (pages 244 to 253)

Wivern: a web-based system enabling computer-aided diagnosis and interdisciplinary expert collaboration for vascular research

Authors	J. Novo, J. Rouco, N. Barreira, M. Ortega, M G Penedo, A. Campilho
Journal	Journal of Medical and Biological Engineering Vol. 37 Num. 6 (pages 920 to 935)
DOI	https://doi.org/10.1007/s40846-017-0256-y

Hydra: A web-based system for cardiovascular analysis, diagnosis and treatment

Authors	J. Novo, A. Hermida, M. Ortega, N. Barreira, M G Penedo, J. E. López-Paz, C. Calvo Gómez
Journal	Computer Methods and Programs in Biomedicine Vol. 139 (pages 61 to 81)

Enhanced visualization of the retinal vasculature using depth information in OCT

Authors	Joaquim de Moura, Jorge Novo Buján, P. Charlón, Noelia Barreira Rodríguez, Marcos Ortega Hortas
Journal	MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING Num. 55 (pages 2209 to 2225)
DOI	https://doi.org/10.1007/s11517-017-1660-8

Assessing the subclinical target organ damage of "white coat effect" in hypertensive patients with an online framework

Authors	A. Hermida, J. Novo, M. Ortega, J. Rouco, E López, Carlos Calvo Gómez
Journal	Sylwan Vol. 161 Num. 6 (pages 1 to 17)

Journal Creator

Authors	M Ortega
Journal	The Open Artificial Intelligence Journal (pages 1 to 11)

Automatic identification and characterization of the Epiretinal Membrane in OCT images

Authors	S. Baamonde, Joaquim de Moura, J. Novo, P. Charlón, M Ortega
Journal	Biomedical Optics Express (pages 1 to 17)

A Methodology for the Analysis of Spontaneous Reactions in Automated Hearing Assessment

Authors	A. Fernández, M Ortega, M G Penedo, C. Vázquez, L.M. Gigirey
Journal	IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (pages 1 to 12)
DOI	https://doi.org/10.1109/jbhi.2014.2360061

A web-based framework for anatomical assessment of the retina using OCT

Authors	A. González, M. Ortega, M G Penedo
Journal	BIOSYSTEMS ENGINEERING (pages 1 to 13)
DOI	https://doi.org/10.1016/j.biosystemseng.2015.04.001

Multiple human tracking system for unpredictable trajectories

Authors	Brais Cancela, M Ortega, M G Penedo
Journal	MACHINE VISION AND APPLICATIONS Vol. 25 Num. 2 (pages 511 to 527)
DOI	https://doi.org/10.1007/s00138-013-0544-7

Detection of unconscious eye movements to check audiometric thresholds (Pilot study)

Authors	C. Vázquez, L.M. Gigirey, A. Fernández, Marcos Ortega Hortas, M.G. Penedo
Journal	European Geriatric Medicine Vol. 156

On the use of a minimal path approach for target trajectory analysis

Authors	Brais Cancela Barizo, Marcos Ortega Hortas, Manuel González Penedo, Jorge Novo Buján, Noelia Barreira Rodríguez
Journal	Pattern Recognition Vol. 46 Num. 7 (pages 2015 to 2027)
DOI	https://doi.org/10.1016/j.patcog.2013.01.013

Hierarchical framework for robust and fast multiple-target tracking in surveillance scenarios

Authors	Brais Cancela, Marcos Ortega Hortas, A. Fernández, M G Penedo
Journal	Expert Systems with Applications Vol. 40 Num. 4 (pages 1116 to 1131)
DOI	https://doi.org/10.1016/j.eswa.2012.08.025

Sirius: A web-based framework for diabetic retinopathy screening

Authors	M.G. Penedo, Noelia Barreira, M. Ortega, S.G. Vázquez, Francisco Gómez-Ulla, Pose Reino, A, Marta Pena Seijo
Journal	Diabetes Technology & Therapeutics Vol. 15 Num. S1

Automatic processing of audiometry sequences for objective screening of hearing loss

Authors	A. Fernández, M Ortega, Brais Cancela, M G Penedo, C. Vázquez, L.M. Gigirey
Journal	Expert Systems with Applications Vol. 39 (pages 12683 to 12696)

Automatic detection and characterisation of retinal vessel tree bifurcations and crossovers in eye fundus images

Authors	David Calvo Romero, Marcos Ortega Hortas, M G Penedo, J. Rouco
Journal	Computer Methods and Programs in Biomedicine Vol. 103 Num. 1 (pages 28 to 38)

Texture description in local scale using texton histograms with quadrature filter universal dictionaries

Authors	J. Rouco, A. Mosquera, M G Penedo, Marcos Ortega Hortas, Marta Penas Centeno
Journal	IET COMPUTER VISION Vol. 5 Num. 4 (pages 211 to 221)

Algorithm for registration of full Scanning Laser Ophthalmoscope video sequences

Authors	C. Marino, Marcos Ortega Hortas, Noelia Barreira Rodríguez, M G Penedo, María José Carreira Nouche, F. Gonzalez
Journal	Computer Methods and Programs in Biomedicine Vol. 102 Num. 1 (pages 1 to 16)

Path Analysis in Multiple-Target Video Sequences

Authors	Brais Cancela, Marcos Ortega Hortas, Alba Fernandez, M G Penedo
Journal	LECTURE NOTES IN COMPUTER SCIENCE Vol. 6979 (pages 50 to 59)

Solving Multiple-Target Tracking Using Adaptive Filters

Authors	B. Cancela, Marcos Ortega Hortas, M G Penedo, A. Fernandez
Journal	LECTURE NOTES IN COMPUTER SCIENCE Vol. 6753 (pages 416 to 425)

Fully Automatic Methodology for Human Action Recognition Incorporating Dynamic Information

Authors	Ana Gonzalez, Marcos Ortega Hortas, M G Penedo
Journal	LECTURE NOTES IN COMPUTER SCIENCE Vol. 7042 (pages 173 to 180)

Contextual and Skin Color Region Information for Locating Human Body Parts

Authors	M.G. Penedo, Alba Fernandez, Marcos Ortega Hortas, Brais Cancela
Journal	Journal of Computer and Information Technology Vol. 1 (pages 1 to 16)

Design and Implementation of an Affect-Responsive Interactive Photo Frame

Authors	H. Dibekioglu, Marcos Ortega Hortas, I. Kosunen, Petr Zuzanek, Albert Ali Salah, T. Gevers
Journal	Journal on Multimodal User Interfaces Vol. 4 Num. 2 (pages 81 to 95)
DOI	https://doi.org/10.1007/s12193-011-0057-5

SIRIUS, Computerized Tool for Automatic Analysis of Retinal Microcirculation

Authors	Marta Pena Seijo, M G Penedo, Marcos Ortega Hortas, S. González, F. Gómez Ulla, Antonio Pose Reino
Journal	JOURNAL OF HYPERTENSION Vol. 29 Num. e202 (pages e202 to e202)

Determinación del calibre vascular retiniano en hipertensos con un método semiautomático basado en el modelo de snakes

Authors	Antonio Pose Reino, Marta Pena Seijo, M G Penedo, Marcos Ortega Hortas, María Rodríguez Blanco, Pilar Vega, José Luis Díaz Díaz, Noa Fernández, Juan Carlos Estévez, Francisco Gómez-Ulla De Irazazábal
Journal	Medicina clinica Vol. 135 Num. 4 (pages 145 to 150)

Improvements in Retinal Vessel Clustering Techniques:Towards the Automatic Computation of the Arterio Venous Ratio

Authors	Sonia González Vázquez, Noelia Barreira Rodríguez, M G Penedo, Marcos Ortega Hortas, Antonio Pose Reino
Journal	COMPUTING Vol. 90 Num. 3 (pages 197 to 217)

Semi-automatic Procedure for the Computation of the Arteriovenous Ratio in Retinal Images

Authors	Noelia Barreira Rodríguez, Marcos Ortega Hortas, J. Rouco, M G Penedo, Antonio Pose Reino, Castor Mariño Pérez
Journal	INTERNATIONAL JOURNAL FOR COMPUTATIONAL VISION AND BIOMECHANICS Vol. 3 Num. 2 (pages 135 to 147)

SIRIUS: A Web-based system for retinal image analysis International Journal of Medical Informatics

Authors	Marcos Ortega Hortas, Noelia Barreira Rodríguez, Jorge Novo Buján, M G Penedo, Antonio Pose Reino, Francisco Gómez-Ulla De Irazazábal
Journal	INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS Vol. 79 Num. 10 (pages 722 to 732)

Topological Active Volumes: a Topology-Adaptive Deformable Model for Volume Segmentation

Authors	Noelia Barreira Rodríguez, M G Penedo, Laurent Cohen, Marcos Ortega Hortas
Journal	Pattern Recognition Vol. 43 Num. 1 (pages 255 to 266)

Automatic drusen detection from digital retinal images: AMD prevention

Authors	Beatriz Remeseiro López, Noelia Barreira Rodríguez, David Calvo Romero, Marcos Ortega Hortas, M G Penedo
Journal	LECTURE NOTES IN COMPUTER SCIENCE Vol. 5717 (pages 187 to 194)

Characterisation of feature points in eye fundus images

Authors	David Calvo Romero, Marcos Ortega Hortas, M G Penedo, J. Rouco
Journal	LECTURE NOTES IN COMPUTER SCIENCE Vol. 5856 (pages 449 to 456)

Characterisation of retinal feature points applied to a biometric system

Authors	David Calvo Romero, Marcos Ortega Hortas, M G Penedo, J. Rouco, Beatriz Remeseiro López
Journal	LECTURE NOTES IN COMPUTER SCIENCE Vol. 5716 (pages 355 to 363)

On the quantitative estimation of short-term aging in human faces

Authors	Marcos Ortega Hortas, Linda Brodo, Manuele Bicego, Massimo Tistarelli
Journal	LECTURE NOTES IN COMPUTER SCIENCE Vol. 5716 (pages 575 to 584)

Personal verification based on extraction and characterization of retinal feature points

Authors	Marcos Ortega Hortas, M G Penedo, J. Rouco, Noelia Barreira Rodríguez, María J Carreira Nouche
Journal	JOURNAL OF VISUAL LANGUAGES AND COMPUTING Vol. 20 Num. 2 (pages 80 to 90)

Retinal verification using a feature points-based biometric pattern

Authors	Marcos Ortega Hortas, M G Penedo, J. Rouco, Noelia Barreira Rodríguez, María J. Carreira Nouche
Journal	EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING Vol. 2009 (pages 1 to 13)

Vascular landmark detection in retinal images

Authors	Marcos Ortega Hortas, J. Rouco, Jorge Novo Buján, M G Penedo
Journal	LECTURE NOTES IN COMPUTER SCIENCE Vol. 5717 (pages 211 to 217)

Automated three stage red lesions detection in digital color fundus images

Authors	Cástor Mariño Pérez, Manuel Eduardo Ares Brea, M G Penedo, Marcos Ortega Hortas, Noelia Barreira Rodríguez, Francisco Gómez-Ulla De Irazazábal
Journal	WSEAS TRANSACTIONS ON COMPUTER Vol. 7 Num. 4 (pages 207 to 215)

Comparison of Pixel and Subpixel Retinal Vessel Tree Segmentation using a Deformable Contour Model

Authors	Lucía Espona Pernas, María José Carreira Nouche, M G Penedo, Marcos Ortega Hortas
Journal	LECTURE NOTES IN COMPUTER SCIENCE Vol. 5197 (pages 683 to 690)

Macula precise localization using digital retinal angiographies

Authors	Cástor Mariño Pérez, Simón Pena Placer, M G Penedo, Marcos Ortega Hortas, J. Rouco, Antonio Pose Reino, Marta Pena Seijo
Journal	WSEAS TRANSACTIONS ON COMPUTER RESEARCH Vol. 3 Num. 1 (pages 43 to 50)

Similarity Metrics Analysis for Feature Point Based Retinal Authentication

Authors	Marcos Ortega Hortas, M G Penedo, Cástor Mariño Pérez, María José Carreira Nouche
Journal	LECTURE NOTES IN COMPUTER SCIENCE Vol. 5112 (pages 1023 to 1032)

A snake for retinal vessel segmentation

Authors	Lucía Espona Pernas, María José Carreira Nouche, Marcos Ortega Hortas, M G Penedo
Journal	LECTURE NOTES IN COMPUTER SCIENCE Vol. 4478 (pages 178 to 185)

Certainty Measure of Pairwise Line Segment Perceptual Relations Using Fuzzy Logic

Authors	J. Rouco, Marta Penas Centeno, M G Penedo, Marcos Ortega Hortas, Carmen Alonso Montes
Journal	LECTURE NOTES IN COMPUTER SCIENCE Vol. 4756 (pages 477 to 486)

Two stages optic disc sementation in digital retinal images

Authors	Cástor Mariños Pérez, Noelia Barreira Rodríguez, M G Penedo, Marcos Ortega Hortas, José Luis Doncel Juárez, Francisco Gómez-Ulla
Journal	WSEAS Transactions on Information Science & Applications Vol. 4 Num. 4 (pages 771 to 778)

Two stages optic disc segmentation in digital retinal images

Authors	C. Marino, N. Barreira, M G Penedo, M Ortega, José Luis Doncel Juárez, F. Gómez-Ulla
Journal	WSEAS Transactions on Information Science & Applications

Personal Authentication Based on Featue Extraction and Optic Nerve Location in Digital Retinal Images

Authors	Marcos Ortega Hortas, Cástor Mariño Pérez, M G Penedo, Marianne Blanco Martiño, Francisco González
Journal	WSEAS TRANSACTIONS ON COMPUTER Vol. 5 Num. 6 (pages 1169 to 1176)

Significant Perceptual Regions by Active-Nets

Authors	David García Pérez, Antonio Mosquera, Marcos Ortega Hortas, M G Penedo
Journal	LECTURE NOTES IN COMPUTER SCIENCE Vol. 3211 (pages 795 to 802)

2011

Biometric authentication using the retinal vessel tree

Publishing	Lambert Academic Publishing, (España)
ISBN	978-3-8443-1845-6

Generation of Novel Synthetic Portable Chest X-Ray Images for Automatic COVID-19 Screening

Authors	D. I. Morís. J. de Moura. J. Novo. M. Ortega
Book	AI Applications for Disease Diagnosis and Treatment Publishing: IGI Global. ISBN: 9781668423042
Pages	From 248 to 281

Fully Automatic Epiretinal Membrane Segmentation in OCT Scans Using Convolutional Networks

Authors	M. Gende. J. de Moura. J. Novo. M. Ortega
Book	AI Applications for Disease Diagnosis and Treatment Publishing: IGI Global. ISBN: 9781668423042
Pages	From 88 to 121

Estrategias para Mejorar la Participación de los Estudiantes en la Docencia Síncrona en Asignaturas del Máster Interuniversitario en Visión por Computador

Authors	J. de Moura. L. Ramos. J. Novo. M. Ortega
Book	Contextos universitarios transformadores: a nova normalidade académica. Leccións aprendidas e retos de futuro. V Xornadas de Innovación Docente Publishing: Universidade da Coruña. Servizo de publicacións. ISBN: 978-84-9749-818-0
Pages	From 143 to 153

Multimodal reconstruction of retinal images over unpaired datasets using cyclical generative adversarial networks

Authors	Álvaro S. Hervella. J. Rouco. J. Novo. M. Ortega
Book	Generative Adversarial Networks for Image-to-Image Translation Publishing: ACADEMIC PRESS LTD - ELSEVIER SCIENCE LTD. ISBN: 978-0-12-823519-5
Pages	From 347 to 376

Intraretinal Fluid Pattern Characterization

Authors	Plácido L. Vidal. Joaquim de Moura. Jorge Novo. J. Rouco. Manuel G. Penedo. Marcos Ortega
Book	Scholarly Community Encyclopedia Publishing: MDPI Multidisciplinary Digital Publishing Institute. ISBN: 2673-8392
Pages	From 1 to 5

Intraretinal Fluid Map Generation in Optical Coherence Tomography Images

Authors	Plácido L. Vidal. J. de Moura. J. Novo. M.G. Penedo. M Ortega
Book	Diabetes and Retinopathy Vol. 2 Publishing: Elsevier Ltd. ISBN: 978-0-12-817438-8
Pages	From 19 to 43

Fully Automated Identification and Clinical Classification of Macular Edema Using Optical Coherence Tomography Images

Authors	J. de Moura. G. Samagaio. Jorge Novo Buján. Maribel Fernández. Francisco Gómez-Ulla De Irazazábal. Marcos Ortega Hortas
Book	Diabetes and Retinopathy Vol. 2 Publishing: Elsevier Ltd. ISBN: 978-0-12-817438-8
Pages	From 45 to 67

Aplicación de Inteligencia Artificial en Procesamiento de Imágenes de Tomografía de Coherencia Óptica (OCT)

Authors	M. Fernández. J. de Moura. P. Almuiña. J. Novo. M Ortega. M.G. Penedo
Book	Inteligencia Artificial en Retina - Monografía de la Sociedad Española de Retina y Vítreo (SERV) Publishing: Sociedad Española de Reino y Vitrio. ISBN: 978-84-09-18591-7
Pages	From 49 to 62

Intuitive and coherent intraretinal cystoid map representation in Optical Coherence Tomography images

Authors	Plácido L. Vidal. J. de Moura. J. Novo. M.G. Penedo. M. Ortega
Book	Lecture Notes in Computer Science: Computer Aided Systems Theory, Revised Selected Papers, EUROCAST 2019 Publishing: Springer. ISBN: 978-3-030-45095-3
Pages	From 270 to 278

Automatic ECG Screening as a Supporting Tool on a Telemedicine Framework

Authors	Mondéjar-Guerra, Víctor. J. Novo. J. Rouco. M Ortega. M G Penedo
Book	Lecture Notes in Computer Science: Computer Aided Systems Theory, Revised Selected Papers, EUROCAST 2019 Publishing: Springer. ISBN: 978-3-030-45095-3
Pages	From 289 to 296

Automatic identification of Diabetic Macular Edema biomarkers using Optical Coherence Tomography scans

Authors	Joaquim de Moura. G. Samagaio. J. Novo. P. Charlón. Maribel Fernández. F. Gómez Ulla. M. Ortega
Book	Lecture Notes in Computer Science: Computer Aided Systems Theory, Revised Selected Papers, EUROCAST 2019 Publishing: Springer. ISBN: 978-3-030-45095-3
Pages	From 247 to 255

Impact of the Circular Region of Interest on the Multimodal Reconstruction of Retinal Images

Authors	Álvaro S. Hervella. J. Rouco. Jorge Novo Buján. Marcos Ortega Hortas
Book	Lecture Notes in Computer Science: Computer Aided Systems Theory, Revised Selected Papers, EUROCAST 2019 Vol. 12014 Publishing: Springer. ISBN: 978-3-030-45095-3
Pages	From 222 to 230

Automatic identification of macular edema biomarkers using Optical Coherence Tomography scans.

Authors	Joaquim de Moura. G. Samagaio. J. Novo. M. Fernández. F. Gómez Ulla. M. Ortega
Book	17th International Conference on Computer Aided Systems Theory - Eurocast'19 Publishing: Desconocida. ISBN: 978-84-09-09208-6
Pages	From 210 to 211

Interactive Three-Dimensional Visualization System of the Vascular Structure in OCT Retinal Images

Authors	J. de Moura. J. Novo. Marcos Ortega Hortas. Noelia Barreira Rodríguez. M G Penedo
Book	Lecture Notes in Computer Science: Computer Aided Systems Theory. Revised and Extended Papers (EUROCAST 2017) Publishing: Springer. ISBN: 978-3-319-74726-2
Pages	From 306 to 313

Retinal Vasculature Identification and Characterization Using OCT Imaging

Authors	Joaquim de Moura. J. Novo. J. Rouco. Noelia Barreira Rodríguez. M.G. Penedo. Marcos Ortega Hortas
Book	OCT - Applications in Ophthalmology Vol. 1 Publishing: InTech Open Science (Sage Publishing). ISBN: 978-1-78923-755-9
Pages	From 23 to 39

Automatic Detection of Blood Vessels in Retinal OCT Images

Authors	J. de Moura. J. Novo. J. Rouco. M.G. Penedo. M Ortega
Book	Lecture Notes in Computer Science: Biomedical Applications Based on Natural and Artificial Computing Vol. 1 Publishing: Springer. ISBN: 978-3319597720
Pages	From 3 to 10

Automatic identification of intraretinal cystoid regions in Optical Coherence Tomography

Authors	J. de Moura. Jorge Novo. J. Rouco. M G Penedo. M Ortega
Book	Lecture Notes in Artificial Intelligence: Artificial Intelligence in Medicine Vol. 1 Publishing: Springer US. ISBN: 978-3-540-62709-8
Pages	From 305 to 315

Mild-Obesity as a Cardiovascular Prognostic Marker

Authors	A. Hermida. J. Novo. M Ortega. J.E. López-Paz. C. Calvo-Gomez
Book	Obesity Diagnosis and Treatment Publishing: Avid Science. ISBN: 978-93-86337-46-7
Pages	From 1 to 11

Vessel Tree Extraction and Depth Estimation with OCT Images

Authors	J. de Moura. J. Novo. M. Ortega. Noelia Barreira. M G Penedo
Book	Lecture Notes in Artificial Intelligence: Advances in Artificial Intelligence Publishing: Springer. ISBN: 978-3-319-44636-3
Pages	From 23 to 33

A Texture-based Method for Choroid Segmentation in Retinal EDI-OCT Images

Authors	A. González. Bea Remeseiro. M. Ortega. M G Penedo. P. Charlón
Book	Lecture Notes in Computer Science: Computer Aided Systems Theory, Revised Selected Papers EUROCAST 2015 Publishing: Springer - Verlag. ISBN: 978-3-319-27339-6
Pages	From 487 to 493

Influence of the Interest Operators in the Detection of Spontaneous Reactions to the Sound

Authors	A. Fernández. J. Marey. M. Ortega. M G Penedo
Book	Lecture Notes in Artificial Vision: ICAART 2014 - Revised and Extended Papers Publishing: Springer - Verlag. ISBN: 978-3-319-25209-4
Pages	From 346 to 361

Automatic Identification of Macular Edema in Optical Coherence Tomography Images

Authors	G. Samagaio. Aída Estévez. Joaquim de Moura. Jorge Novo Buján. Marcos Ortega Hortas. Maribel Fernández
Book	Computer Vision, Imaging and Computer Graphics Publishing: Springer. ISBN: 978-3-030-12208-9
Pages	From 533 to 540

Automatic retinal vascularity identification and artery/vein classification using near-infrared reflectance retinographies

Authors	Joaquim de Moura. Jorge Novo Buján. Noelia Barreira. P. Charlón. Marcos Ortega Hortas
Book	Computer Vision, Imaging and Computer Graphics Publishing: Springer. ISBN: 978-3-030-12208-9
Pages	From 262 to 278

Automatic analysis of scanning laser ophthalmoscope sequences for arteriovenous passage time measurement

Authors	C. Pérez. M Ortega. J. Novo. Bea Remeseiro. A. Fernández. F. Gómez-Ulla
Book	Opthalmology Imaging and Applications Publishing: CRC Press . ISBN: 978-146-65-5913-4
Pages	From 221 to 236

Cyst detection in OCT images for pathology characterization

Authors	A. González. Bea Remeseiro. M Ortega. M G Penedo. P. Charlón
Book	Ophthalmological Imaging and Applications Publishing: CRC Press . ISBN: 9781466559134
Pages	From 315 to 332

Implementation and Optimization of a Method for Retinal Layer Extraction and Reconstruction in Optical Coherence Tomography Images

Authors	Marcos Ortega Hortas. A. González. M G Penedo. P. Charlón
Book	Medical Applications of Artificial Intelligence Publishing: CRC Press . ISBN: 13:978-1-4398-8433-1
Pages	From 175 to 191

Path Analysis Using Directional Forces. A Practical Case: Traffic Scenes

Authors	Brais Cancela. M. Ortega. M G Penedo
Book	Lecture Notes in Computer Science: Pattern Recognition and Image Analysis (IbPRIA 2013) Publishing: Springer - Verlag. ISBN: 978-3-642-38627-5
Pages	From 366 to 366373

Trajectory Similarity Measures using Minimal Paths

Authors	Brais Cancela. M. Ortega. A. Fernández. M G Penedo
Book	Lecture Notes in Computer Science: Image Analysis and Processing (ICIP 2013) Publishing: Springer - Verlag. ISBN: 978-3-642-41180-9
Pages	From 400 to 409

Automatic Eye Gesture Recognition in audiometries for patients with cognitive decline

Authors	A. Fernández. M. Ortega. M G Penedo. Brais Cancela. L.M. Gigirey
Book	Lecture Notes in Computer Science: International Conference on Image Analysis and Recognition (ICIAR 13) Publishing: Springer - Verlag. ISBN: 978-3-642-39093-7
Pages	From 27 to 34

Movement analysis for the assessment of hearing in patients with cognitive impairment: A preliminary study

Authors	A. Fernández. Marcos Ortega Hortas. Brais Cancela. L.M. Gigirey
Book	Lecture Notes in Computer Science: Computer Aided Systems Theory, Revised Selected Papers (EUROCAST 2013) Publishing: Springer Verlag. ISBN: 978-3-642-53861-2
Pages	From 133 to 139

Precise Segmentation of the Optic Disc in Retinal Fundus Images

Authors	Fraga, A.. Noelia Barreira. M. Ortega. M G Penedo. M.J. Carreira
Book	Lecture Notes in Computer Science:Computer Aided Systems Theory (Revised Selected Papers EUROCAST 2011) Publishing: Springer Verlag. ISBN: 978-3-642-27548-7
Pages	From 584 to 591

Contextual and Skin Color Region Information for Face and Arms Location

Authors	A. Fernández. M. Ortega. M G Penedo. Brais Cancela
Book	Lecture Notes in Computer Science:Computer Aided Systems Theory (Revised Selected Papers EUROCAST 2011) Publishing: Springer Verlag. ISBN: 978-3-642-27548-7
Pages	From 616 to 623

Retinal vessel tree as biometric pattern

Authors	Marcos Ortega Hortas. M G Penedo
Book	Biometrics Publishing: InTech. ISBN: 978-953-307-618-8
Pages	From 113 to 138

Solving Multiple-Target Tracking Using Adaptive Filters

Authors	B. Cancela. M. Ortega. M G Penedo. A. Fernández
Book	LNCS: image Analysis and Recognition Publishing: springer verlag. ISBN: 978-3-642-21592-6
Pages	From 416 to 425

Path analysis in multiple-target video sequences

Authors	B. Cancela. M. Ortega. A. Fernández. M G Penedo
Book	Lecture Notes Computer Science: Image Analysis and Processing Publishing: SPRINGER. ISBN: 978-3-642-24087-4
Pages	From 50 to 59

Fully automatic methodology for human action recognition incorporating dynamic information

Authors	A. González. M. Ortega. M G Penedo
Book	Lecture Notes in Computer Science: Progress in Pattern Recognition, Image Analysis, Computer Vision and Applications Publishing: SPRINGER. ISBN: 978-3-642-25084-2
Pages	From 173 to 180

Deep learning techniques for thoracic medical imaging analysis and processing

Autor	Daniel Iglesias Morís
Director/s	Jorge Novo Buján; Marcos Ortega Hortas
Scope	Facultad de Informática
Qualification	Sobresaliente Cum Laude

Deep learning based novel anomaly detection methods for diabetic retinopathy screening

Autor	Shaon Sutradhar
Director/s	Marcos Ortega Hortas; José Rouco Maseda
Scope	Facultad de Informática
Qualification	Sobresaliente Cum Laude

Automatic detection and characterization of pathological fluid regions in Optical Coherence Tomography Images

Autor	Plácido Francisco Lizancos Vidal
Director/s	Jorge Novo Buján; Marcos Ortega Hortas
Scope	Facultad de Informática
Qualification	Sobresaliente Cum Laude

Caracterización del Edema Macular Diabético mediante análisis automático de Tomografías de Coherencia Óptica

Autor	José Joaquim De Moura Ramos
Director/s	Jorge Novo Buján; Marcos Ortega Hortas
Scope	Facultad de Informática
Qualification	Sobresaliente Cum Laude

Understanding target trajectory behavior: a dynamic scene modeling approach

Autor	Brais Cancela Barizo
Director/s	Marcos Ortega Hortas; Manuel Francisco González Penedo
Scope	Computación
Qualification	Sobresaliente Cum Laude

Computer aided hearing assessment: towards an automated audiometric tool

Autor	Alba Fernández Arias
Director/s	Marcos Ortega Hortas, Manuel F. González Penedo
Scope	Facultad de Informática
Qualification	Apto

Deep Learning-based retinal layer segmentation in PS19 tau transgenic mice using optical coherence tomography images
4th ySMIN Day - Spanish Molecular Imaging Network
National

Authors	A. Budiño, J. de Moura, A. Cuartero, A. Custodia, N. Gomez, A. Ouro, M. A. Gil, P. Aguiar, T. Sobrino, A. Fernandez, M Ortega
Place	Santiago de Compostela (España)

Identification of Retinal Biomarkers in Alzheimer's Disease animal model using a preclinical Optical Coherence Tomography
4th ySMIN Day - Spanish Molecular Imaging Network
National

Authors	A. Cuartero, A. Custodia, N.Gomez Gomez, A. Ouro, J. de Moura, J. Novo, M. Ortega, M. A. Gil, P. Aguiar, T. Sobrino, A. Fernandez
Place	Santiago de Compostela (España)

Fully automatic HET-CAM video analysis based on Deep Learning techniques
4th ySMIN Day - Spanish Molecular Imaging Network
National

Authors	J. Figueroa, L. Ramos, A. Cuartero, V. Díaz, F. J. Otero, A. Fernandez, M Ortega
Place	Santiago de Compostela (España)

Pulmonary-Restricted COVID-19 Informative Visual Screening Using Chest X-ray Images from Portable Devices
International Conference on Image Analysis and Processing - ICIAP 2022
International

Authors	Plácido L. Vidal, Joaquim de Moura, Marcos Ortega, Jorge Novo
Place	Lecce (Italia)
DOI	https://doi.org/10.1007/978-3-031-06427-2_6

High/Low Quality Style Transfer for Mutual Conversion of OCT Images Using Contrastive Unpaired Translation Generative Adversarial Networks
International Conference on Image Analysis and Processing - ICIAP 2022
International

Authors	M. Gende, J. de Moura, J. Novo, M. Ortega
Place	Lecce (Italia)
DOI	https://doi.org/10.1007/978-3-031-06427-2_18

Improving AMD Diagnosis by the Simultaneous Identification of Associated Retinal Lesions
International Conference on Image Analysis and Processing - ICIAP 2022
International

Authors	José Morano, Álvaro S. Hervella, J. Rouco, Jorge Novo, José Ignacio Fernández-Vigo, Marcos Ortega Hortas
Place	Lecce (Italia)
DOI	https://doi.org/10.1007/978-3-031-06427-2_13

Impact of the Region of Analysis on the Performance of the Automatic Epiretinal Membrane Segmentation in OCT Images
18th International Conference on Computer Aided Systems Theory - Eurocast'22
International

Authors	M. Gende, D. I. Morís, J. de Moura, J. Novo, M. Ortega
Organization	Universidad de Las Palmas de Gran Canaria (ULPGC)
Place	Palmas de Gran Canaria, Las (España)

Desarrollo de competencias en visión artificial utilizando estrategias de aprendizaje cooperativo multiespecialidad con estudiantes de TFG
VI Xornadas de Innovación Docente na UDC
Local

Authors	L. Ramos, de Moura, J, M. Ortega, J. Novo
Place	Coruña, A (España)

Robust deep learning-based approach for retinal layer segmentation in optical coherence tomography images
18th International Conference on Computer Aided Systems Theory - Eurocast'22
International

Authors	A. Budiño, L. Ramos, J. de Moura, J. Novo, M G Penedo, M. Ortega
Organization	Universidad de Las Palmas de Gran Canaria (ULPGC)
Place	Palmas de Gran Canaria, Las (España)

Clinical decision support tool for the identification of pathological structures associated with age-related macular degeneration
18th International Conference on Computer Aided Systems Theory - Eurocast'22
International

Authors	I. Barrientos, J. de Moura, J. Novo, M. Ortega, M G Penedo
Organization	Universidad de Las Palmas de Gran Canaria (ULPGC)
Place	Palmas de Gran Canaria, Las (España)

Performance Analysis of GAN Approaches in the Portable Chest X-ray Synthetic Image Generation for COVID-19 Screening
18th International Conference on Computer Aided Systems Theory - Eurocast'22
International

Authors	D. I. Morís, M. Gende, J. de Moura, J. Novo, M. Ortega
Organization	Universidad de Las Palmas de Gran Canaria (ULPGC)
Place	Palmas de Gran Canaria, Las (España)

Fully-automatic segmentation of the ciliary muscle using anterior segment optical coherence tomography images
International Joint Conference on Neural Networks (IJCNN 2022)
International

Authors	E. Gonzalez, de Moura, J, J. Novo, J. I. Fernández-Vigo, J. A. Fernández-Vigo, M. Ortega
Place	Padua (Italia)
DOI	https://doi.org/10.1109/ijcnn55064.2022.9892316

Unsupervised deformable image registration in a landmark scarcity scenario: choroid OCTA
International Conference on Image Analysis and Processing - ICIAP 2022
International

Authors	Emilio López-Varela, Jorge Novo Buján, José Ignacio Fernández-Vigo, Javier Moreno Morillo, Marcos Ortega Hortas
Place	Lecce (Italia)
DOI	https://doi.org/10.1007/978-3-031-06427-2_8

Multi-task Convolutional Neural Networks for the End-to-end Simultaneous Segmentation and Screening of the Epiretinal Membrane in OCT Images
V XoveTIC Conference 2022
Autonomous

Authors	M. Gende, Joaquim de Moura, Jorge Novo Buján, Manuel G. Penedo, Marcos Ortega Hortas
Organization	Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Place	Coruña, A (España)

Portable chest X-ray image generation for the improvement of the automatic COVID-19 screening
V XoveTIC Conference 2022
Autonomous

Authors	D. I. Morís, Joaquim de Moura, Jorge Novo Buján, Marcos Ortega Hortas
Organization	Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Place	Coruña, A (España)

Region of interest-bounded COVID-19 lung screening using images from portable X-ray devices
5th XoveTIC Conference
International

Authors	P. L. Vidal, J. de Moura, L. Ramos, J. Novo, M. Ortega
Organization	Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Place	Coruña, A (España)

Analysis of Imbalanced Datasets in the Performance of Deep Learning Approaches for COVID-19 Screening from Chest X-ray Imaging: Impact of Sex and Age Factors
5th XoveTIC Conference
International

Authors	L. Álvarez-Rodríguez, J. de Moura, L. Ramos, J. Novo, M. Ortega
Organization	Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Place	Coruña, A (España)

Predicción de la respuesta a la terapia fotodinámica en pacientes con coriorretinopatía serosa central crónica basado en tomografía de coherencia óptica mediante deep learning
25º Congreso de la Sociedad Española de Retina y Vítreo (SERV)
National

Authors	Lorenzo López Guajardo, J. I. Fernández-Vigo, V. Calleja, J. de Moura, J. Novo, A. Valverde-Megías, M. Ortega, Juan Donate López
Place	Madrid (España)

Deep learning to assess the prediction of response to photodynamic therapy in patients with chronic central serous chorioretinopathy based on optical coherence tomography images
22nd EURETINA Congress
International

Authors	V. Calleja, J. I. Fernández-Vigo, de Moura, J, J. Novo, M. Ortega, Juan Donate López
Place	Hamburgo (Alemania)

Métodos automáticos de Deep Learning para detección patológica en imagen pulmonar
XIV Congreso de la Sociedad de Radiología de Galicia
National

Authors	Marcos Ortega
Organization	Sociedad de Radiología de Galicia
Place	Coruña, A (España)

Prediction of the Response to PDT in Chronic CSCR Using Deep Learning
American Academy of Ophthalmology (AAO) Annual Meeting - AAO 2022
International

Authors	J. I. Fernández-Vigo, V. Calleja, Joaquim de Moura, Jorge Novo Buján, Lorenzo López Guajardo, Marcos Ortega Hortas, Juan Donate López
Place	Chicago (Estados Unidos)

Cycle Generative Adversarial Network Approaches to Produce Novel Portable Chest X-Rays Images for Covid-19 Diagnosis
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2021)
International

Authors	D. I. Morís, J. de Moura, J. Novo, M. Ortega
Place	Toronto (Canadá)
DOI	https://doi.org/10.1109/icassp39728.2021.9414031

A different perspective for an Adaptive IT Governance Model
16th Iberian Conference on Information Systems and Technologies (CISTI 2021)
International

Authors	Jose Antonio Ortega, Óscar Pedreira Fernández, Mario Piattini
Place	Chaves (Portugal)

Madrid y el río Manzanares. Los tanques de tormenta como infraestructuras de atenuación de las presiones de los sistemas de saneamiento unitario sobre las masas de agua
Conama. Congreso Nacional De Medio Ambiente 2021
International

Authors	Lastra, A., Suárez, J., Puertas, J., Anta, J., Sunyer, D., Abella, J., M. Ortega, Botello, J.
Place	Madrid (España)

Context encoder self-supervised approaches for eye fundus analysis
International Joint Conference on Neural Networks (IJCNN 2021)
International

Authors	D. I. Morís, Álvaro S. Hervella, J. Rouco, J. Novo, M. Ortega
Place	Shenzhen (China)
DOI	https://doi.org/10.1109/ijcnn52387.2021.9533567

Portable Chest X-ray Synthetic Image Generation for the COVID-19 Screening
IV Congreso XoveTIC 2021
International

Authors	D. I. Morís, J. de Moura, J. Novo, M. Ortega
Organization	Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Place	Coruña, A (España)
DOI	https://doi.org/10.3390/engproc2021007006

Automatic Segmentation and Visualisation of the Epiretinal Membrane in OCT Scans Using Densely Connected Convolutional Networks
IV Congreso XoveTIC 2021
International

Authors	M. Gende, J. de Moura, J. Novo, P. Charlón, M. Ortega
Organization	Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Place	Coruña, A (España)
DOI	https://doi.org/10.3390/engproc2021007002

Automated Segmentation of the Central Serous Chorioretinopathy fluid regions using Optical Coherence Tomography Images
34th IEEE CBMS International Symposium on Computer-Based Medical Systems - CBMS'21
International

Authors	de Moura, J, Jorge Novo, Marcos Ortega Hortas, Noelia Barreira Rodríguez, M G Penedo
Place	Aveiro (Portugal)
DOI	https://doi.org/10.1109/cbms52027.2021.00008

Computational Radiological Screening of Patients with COVID-19 using Chest X-ray Images from Portable Devices
IV Congreso XoveTIC 2021
International

Authors	J. de Moura, L. Ramos, Plácido L. Vidal, M. Cruz, L. Abelairas, E. Castro, J. Novo, M Ortega
Organization	Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Place	Coruña, A (España)
DOI	https://doi.org/10.3390/engproc2021007001

Comprehensive Analysis of the Screening of COVID-19 Approaches in Chest X-ray Images from Portable Devices
29th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2021)
International

Authors	D. I. Morís, J. de Moura, J. Novo, M. Ortega
Place	Bruselas (Bélgica)
DOI	https://doi.org/10.14428/esann/2021.es2021-31

Plataforma de apoyo en el diagnóstico de COVID y otras patologías mediante Deep Learning
XXIV Congreso Nacional de Informática de la Salud, INFORSALUD 2021
National

Authors	Andres Molares-Ulloa, J. de Moura, L. Ramos, J. Novo, M. Costas Mora, C. Flores Rodríguez, J. Cordeiro Rodríguez, M Ortega
Place	Madrid (España)

Comparative and Behavioural Analysis of a Diffuse Paradigm for the Evaluation of Diabetic Macular Edema in OCT images
34th IEEE CBMS International Symposium on Computer-Based Medical Systems - CBMS'21
International

Authors	Plácido L. Vidal, Joaquim de Moura, M. Díaz González, Jorge Novo Buján, Marcos Ortega
Place	Aveiro (Portugal)
DOI	https://doi.org/10.1109/cbms52027.2021.00010

COVID-19 lung radiography segmentation by means of multiphase transfer learning
The 4th XoveTIC Conference
International

Authors	Plácido L. Vidal, Joaquim de Moura, Jorge Novo, Marcos Ortega
Organization	Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Place	Coruña, A (España)
DOI	https://doi.org/10.3390/engproc2021007005

Estrategias para mejorar la participación de los estudiantes en la docencia síncrona en asignaturas del Máster Interuniversitario en Visión por Computador
V Xornadas de Innovación Docente da UDC
National

Authors	J. J. De Moura Ramos, L. Ramos, J. Novo, M. Ortega
Place	Coruña, A (España)

Predicción de la respuesta a terapia fotodinámica en pacientes con coriorretinopatía serosa central utilizando inteligencia artificial basada en imágenes de tomografía de coherencia óptica
Reunión Anual de la Sociedad Oftalmológica de Madrid - SOM'2021
National

Authors	V. Calleja, J. I. Fernández-Vigo, J. de Moura, J. Novo, M. Ortega
Place	Madrid (España)

Segmentación automática del músculo ciliar en imágenes de tomografía de coherencia óptica empleando Deep Learning
Reunión Anual de la Sociedad Oftalmológica de Madrid - SOM'2021
National

Authors	L. Liaño, E. Goyanes-González, J. de Moura, M. Ortega, J. I. Fernández-Vigo
Place	Madrid (España)

Early Changes in Choriocapillaris Flow Voids as an Efficacy Biomarker of Photodynamic Therapy in Central Serous Chorioretinopathy
Ophthalmic Research ¿ VII International Congress of Research in Retina and Vision, 2021
International

Authors	José Ignacio Fernández-Vigo, Javier Moreno Morillo, Marcos Ortega Hortas, Jorge Novo Buján, Lorenzo López Guajardo, Juan Donate López
Place	Murcia (España)

Automatic segmentation and estimation of ischemic regions in OCT angiography scans
34th IEEE CBMS International Symposium on Computer-Based Medical Systems - CBMS'21
International

Authors	M. Díaz González, Plácido L. Vidal, Jorge Novo Buján, Marcos Ortega Hortas, Manuel G. Penedo
Place	Aveiro (Portugal)
DOI	https://doi.org/10.1109/cbms52027.2021.00009

Deep learning para la evaluación del glistening de las lentes intraoculares mediante tomografía de coherencia óptica y propuesta de clasificación
Reunión Anual de la Sociedad Oftalmológica de Madrid - SOM'2021
National

Authors	J. I. Fernández-Vigo, J. A. Fernández-Vigo, Jorge Novo Buján, Marcos Ortega Hortas, A. Merino
Place	Madrid (España)

Cambios precoces en la vascularización coriocapilar como biomarcador de eficacia de la terapia fotodinámica en la coriorretinopatía serosa central
Reunión Anual de la Sociedad Oftalmológica de Madrid - SOM'2021
National

Authors	José Ignacio Fernández-Vigo, Francisco Javier Moreno-Morillo, Emilio López-Varela, Marcos Ortega Hortas, Juan Donate López
Place	Madrid (España)

Inteligencia Artificial vs COVID19
VI Fórum Retos Internacionales del Ecosistema de Salud
International

Authors	Marcos Ortega
Organization	Clúster de Salud de Galicia (CSG)
Place	Mondariz-Balneario (España)

Sistema automático de identificación del edema macular diabético usando imágenes de tomografía de coherencia óptica
SERV 2020. XXIV Congreso de la Sociedad Española de Retina y Vítreo.
National

Authors	Maribel Fernández, M Ortega, P. Almuiña, M. Gil, Joaquim de Moura, G. Samagaio, Jorge Novo, M. Rodríguez, M. Abraldes, Francisco Gómez-Ulla De Irazazábal
Organization	Sociedad Española de Retina y Vítreo
Place	Burgos (España)

Sistema automático de identificación y caracterización de edema macular usando imágenes OCT
SERV 2020. XXIV Congreso de la Sociedad Española de Retina y Vítreo.
National

Authors	Maribel Fernández, M. Ortega, P. Almuiña, M. A. Gil, J. de Moura, G. Samagaio, J. Novo, M. Rodríguez, M. Abraldes, F. Gómez Ulla
Organization	Sociedad Española de Retina y Vítreo
Place	Burgos (España)

Multi-Modal Self-Supervised Pre-Training for Joint Optic Disc and Cup Segmentation in Eye Fundus Images
IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP 2020
International

Authors	Álvaro S. Hervella, Lucía Ramos, J. Rouco, Jorge Novo Buján, Marcos Ortega Hortas
Organization	IEEE Signal Processing
Place	Barcelona (España)
DOI	https://doi.org/10.1109/icassp40776.2020.9053551

Evaluación de los cambios en la vascularización coroidea mediante angiografía por tomografía de coherencia óptica en pacientes con coriorretinopatía serosa central tras terapia fotodinámica
SERV 2020. XXIV Congreso de la Sociedad Española de Retina y Vítreo.
National

Authors	José Ignacio Fernández-Vigo, Javier Moreno Morillo, Noemí Güemes, M. Díaz González, Jorge Novo Buján, Marcos Ortega Hortas, Lorenzo López Guajardo, Juan Donate López
Organization	Sociedad Española de Retina y Vítreo
Place	Burgos (España)

Assessment of the efficacy and the vessel density changes in the choroid after photodynamic therapy using swept-source optical coherence tomography angiography in chronic central serous chorioretinopathy
20th EURETINA Congress
International

Authors	José Ignacio Fernández-Vigo, Javier Moreno Morillo, Noemí Güemes, Lorenzo López Guajardo, Jorge Novo Buján, Marcos Ortega Hortas, Juan Donate López
Organization	EURETINA - European Society of Retina Specialists
Place	Virtual (Irlanda)

Analysis of Separability of COVID-19 and Pneumonia in Chest X-Ray Images by means of Convolutional Neural Networks
XOVETIC 2020
International

Authors	J. de Moura, L. Ramos, Plácido L. Vidal, Jorge Novo Buján, Marcos Ortega Hortas
Organization	Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Place	Coruña, A (España)

Study on relevant features in COVID-19 PCR tests
XOVETIC 2020
International

Authors	Plácido L. Vidal, Joaquim de Moura, L. Ramos, Jorge Novo Buján, Marcos Ortega Hortas
Organization	Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Place	Coruña, A (España)

Transversality of Sexual Orientation: Perceptions in Basic Education
4th International Virtual Conference on Educational Research and Innovation - CIVINEDU 2020
International

Authors	M. Carmo, J. Marques, Joaquim de Moura, Jorge Novo, Marcos Ortega Hortas
Place	Madrid (España)

Joint Optic Disc and Cup Segmentation Using Self-Supervised Multimodal Reconstruction Pre-Training
XOVETIC 2020
International

Authors	Álvaro S. Hervella, L. Ramos, J. Rouco, J. Novo, M Ortega
Organization	Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Place	Coruña, A (España)

Fully Automatic Retinal Vascular Tortuosity Assessment Integrating Domain-Related Information
XOVETIC 2020
International

Authors	L. Ramos, J. Novo, J. Rouco, S. Romeo, M. D. Álvarez, M Ortega
Organization	Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Place	Coruña, A (España)

Data Extraction in Insurance Photo-Inspections Using Computer Vision
III XoveTIC 2020
International

Authors	M. Gende, M. Ortega, M G Penedo
Organization	Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Place	Coruña, A (España)
DOI	https://doi.org/10.3390/proceedings2020054033

Fully Automatic method for the Visual Acuity Estimation Using OCT Angiographies
III XoveTIC 2020
International

Authors	M. Díaz González, Jorge Novo Buján, Manuel G. Penedo, Marcos Ortega Hortas
Organization	Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Place	Coruña, A (España)
DOI	https://doi.org/10.3390/proceedings2020054057

Automatic ECG Screening as a Supporting Tool on a Telemedicine Framework
17th International Conference on Computer Aided Systems Theory (Eurocast 2019)
International

Authors	V. Mondejar-Guerra, J. Novo, J. Rouco, M Ortega, M G Penedo
Place	Palmas de Gran Canaria, Las (España)

"Intuitive and coherent intraretinal cystoid map representation in Optical Coherence Tomography Images
17th International Conference on Computer Aided Systems Theory (Eurocast 2019)
International

Authors	Plácido L. Vidal, Joaquim de Moura, J. Novo, M.G. Penedo, M Ortega
Place	Palmas de Gran Canaria, Las (España)

Computerized tool for the identification and enhanced visualization of Macular Edema regions using OCT scans
ESANN'19. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (CORE B)
International

Authors	Iago Otero, Plácido L. Vidal, Joaquim de Moura, Jorge Novo Buján, Marcos Ortega Hortas
Place	Brujas (Bélgica)

Cystoid Fluid Color Map Generation in Optical Coherence Tomography Images Using a Densely Connected Convolutional Neural Network
IJCNN'19. International Joint Conference on Neural Networks
International

Authors	Plácido L. Vidal, Joaquim de Moura, Jorge Novo Buján, Marcos Ortega Hortas
Organization	International Neural Network Society
Place	Budapest (Hungría)

Deep Multimodal Reconstruction of Retinal Images Using Paired or Unpaired Data
IJCNN'19. International Joint Conference on Neural Networks
International

Authors	A. S. Hervella, J. Rouco, Jorge Novo Buján, Marcos Ortega Hortas
Organization	International Neural Network Society
Place	Budapest (Hungría)

Deep Feature Analysis in a Transfer Learning-based Approach for the Automatic Identification of Diabetic Macular Edema
IJCNN'19. International Joint Conference on Neural Networks
International

Authors	Joaquim de Moura, Jorge Novo Buján, Marcos Ortega Hortas
Organization	International Neural Network Society
Place	Budapest (Hungría)

Self-Supervised Deep Learning for Retinal Vessel Segmentation Using Automatically Generated Labels from Multimodal Data
IJCNN'19. International Joint Conference on Neural Networks
International

Authors	A. S. Hervella, J. Rouco, Jorge Novo Buján, Marcos Ortega Hortas
Organization	International Neural Network Society
Place	Budapest (Hungría)

Impact of the circular region of interest on the performance of multimodal reconstruction of retinal images
17th International Conference on Computer Aided Systems Theory (Eurocast 2019)
International

Authors	A. S. Hervella, J. Rouco, Jorge Novo, Marcos Ortega Hortas
Place	Palmas de Gran Canaria, Las (España)

Unsupervised Anomaly Map for Image-based Screening
17th International Conference on Computer Aided Systems Theory (Eurocast 2019)
International

Authors	S. Sutradhar, J. Rouco, M. Ortega
Place	Palmas de Gran Canaria, Las (España)

Intraretinal fluid detection by means of a Densely Connected Convolutional Neural Network using Optical Coherence Tomography Images
XoveTIC 2019
International

Authors	Plácido L. Vidal, Joaquim de Moura, Jorge Novo Buján, Marcos Ortega Hortas
Organization	Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Place	Coruña, A (España)

Automatic Identification of Diabetic Macular Edema using a Transfer Learning-based Approach
XoveTIC 2019
International

Authors	Joaquim de Moura, Plácido L. Vidal, Jorge Novo Buján, Marcos Ortega Hortas
Organization	Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Place	Coruña, A (España)

Paired and unpaired deep generative models on multimodal retinal image reconstruction
XoveTIC 2019
International

Authors	A. S. Hervella, J. Rouco, Jorge Novo Buján, Marcos Ortega Hortas
Organization	Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Place	Coruña, A (España)

Automatic tool for the detection, characterization and intuitive visualization of Macular Edema regions in OCT images
XoveTIC 2019
International

Authors	Iago Otero, Plácido L. Vidal, Joaquim de Moura, Jorge Novo Buján, Marcos Ortega Hortas
Organization	Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Place	Coruña, A (España)

Blind-Spot Network for Image Anomaly Detection: A New Approach to Diabetic Retinopathy Screening
ESANN'19. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (CORE B)
International

Authors	S. Sutradhar, J. Rouco, M. Ortega
Place	Brujas (Bélgica)

An end-to-end deep learning approach for simultaneous background modeling and subtraction
30th British Machine Vision Conference, BMVC 2019
International

Authors	V. M. Mondejar-Guerra, J. Rouco, J. Novo, M. Ortega
Place	Cardiff (Reino Unido)

Automatic identification of macular edema biomarkers using Optical Coherence Tomography scans
17th International Conference on Computer Aided Systems Theory (Eurocast 2019)
International

Authors	Joaquim de Moura, G. Samagaio, Jorge Novo Buján, Maribel Fernández, Francisco Gómez-Ulla de Irazazábal, Marcos Ortega Hortas
Place	Palmas de Gran Canaria, Las (España)

Retinal vascular analysis in a fully automated method for the segmentation of DRT edemas using OCT images
23rd International Conference on Knowledge-Based and Intelligent Information & Engineering Systems - KES'19
International

Authors	Joaquim de Moura, J. Novo, P. Charlón, M. Fernández, M. Ortega
Place	Budapest (Hungría)

Automatic wide field registration and mosaicking of OCTA images using vascularity information
23rd International Conference on Knowledge-Based and Intelligent Information & Engineering Systems - KES'19
International

Authors	M. Díaz González, Joaquim de Moura, J. Novo, M. Ortega
Place	Budapest (Hungría)

Automatic identification and classification of diabetic macular edema using optical coherence tomography images
19th EURETINA Congress Paris
International

Authors	Maribel Fernández, M. Ortega, P. Almuiña, M. A. Gil, J. de Moura, G. Samagaio, J. Novo, M. Rodríguez, M. Abraldes, F. Gómez Ulla
Place	Paris (Francia)

Background/Foreground Classification using Two Nested Networks
IV Machine Learning Workshop Galicia
National

Authors	Mondéjar-Guerra, Víctor, Lucía Ramos, J. Rouco, Jorge Novo Buján, Marcos Ortega Hortas
Organization	Universidade da Coruña (UDC)
Place	Coruña, A (España)

Learning to segment the retinal vasculature using automatically generated labels from multimodal images
IV Machine Learning Workshop Galicia
National

Authors	Álvaro S. Hervella, J. Rouco, Jorge Novo Buján, Manuel G. Penedo, Marcos Ortega Hortas
Organization	Universidade da Coruña (UDC)
Place	Coruña, A (España)

Diabetic Retinopathy Screening Through Image Anomaly Detection
IV Machine Learning Workshop Galicia
National

Authors	S. Sutradhar, J. Rouco, Noelia Barreira Rodríguez, Manuel G. Penedo, Marcos Ortega Hortas
Organization	Universidade da Coruña (UDC)
Place	Coruña, A (España)

Automatic extraction of vascularity measurements using OCT-A images"
Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22st International Conference
International

Authors	M. Diaz, J. Novo, M.G. Penedo, M Ortega
Organization	kESS 2018
Place	Belgrado (Serbia y Montenegro)

Retinal Image Understanding Emerges from Self-Supervised Multimodal Reconstruction
MICCAI'18 - 21st International Conference on Medical Image Computing and Computer Assisted Intervention
International

Authors	A. Suárez-Hervella, J. Rouco, J. Novo, M. Ortega
Place	Granada (España)

Multi-expert analysis and validation of objective vascular tortuosity measurements
Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22st International Conference
International

Authors	L. Ramos, Jorge Novo, J. Rouco, S. Romeo, M. D. Álvarez, M. Ortega
Organization	kESS 2018
Place	Belgrado (Serbia y Montenegro)

Multimodal registration of retinal images using domain-specific landmarks and vessel enhancement
Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22st International Conference
International

Authors	A. S. Hervella, J. Rouco, J. Novo, M Ortega
Organization	kESS 2018
Place	Belgrado (Serbia y Montenegro)

Automatic system for the identification and visualization of the retinal vessel tree using OCT imaging
XoveTIC 2018
Autonomous

Authors	J. de Moura, J. Novo, N. Barreira, M G Penedo, M Ortega
Organization	Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Place	Coruña, A (España)
DOI	https://doi.org/10.3390/proceedings2181168

Automatic segmentation and measurement of vascular biomarkers in OCT-A images
XoveTIC 2018
Autonomous

Authors	M. Díaz González, J. Novo, M.G. Penedo, M Ortega
Organization	Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Place	Coruña, A (España)

Fluid region analysis and identification via Optical Coherence Tomography image samples
XoveTIC 2018
Autonomous

Authors	Plácido L. Vidal, Joaquim de Moura, Jorge Novo Buján, J. Rouco, Marcos Ortega Hortas
Organization	Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Place	Coruña, A (España)

Automatic Identification and Segmentation of Diffuse Retinal Thickening Macular Edemas Using OCT Imaging
XoveTIC 2018
Autonomous

Authors	G. Samagaio, Joaquim de Moura, Jorge Novo Buján, Marcos Ortega Hortas
Organization	Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Place	Coruña, A (España)

Learning retinal patterns from multimodal images
XoveTIC 2018
Autonomous

Authors	A. S. Hervella, J. Rouco, Jorge Novo Buján, Marcos Ortega Hortas
Organization	Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Place	Coruña, A (España)

Automatic Characterization of Epiretinal Membrane in OCT Images with Supervised Training
XoveTIC 2018
Autonomous

Authors	S. Baamonde, Joaquim de Moura, Jorge Novo Buján, Noelia Barreira Rodríguez, Marcos Ortega Hortas
Organization	Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Place	Coruña, A (España)

Automatic Identification of Macular Edema in Optical Coherence Tomography Images
VISIGRAPP'18 - 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications
International

Authors	G. Samagaio, A. Estévez, Joaquim de Moura, J. Novo, M. Ortega, M. Fernández
Place	Funchal (Portugal)

Artery/vein classification of blood vessel tree in retinal imaging
12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications
International

Authors	J. de Moura, J. Novo, M. Ortega, N. Barreira, P. Charlón
Organization	INSTICC
Place	Porto (Portugal)

Interactive Three-Dimensional Visualization System of the Vascular Structure in OCT Retinal Images
Sixteenth International Conference on Computer Aided Systems Theory
International

Authors	J. de Moura, J. Novo, M. Ortega, N. Barreira, M G Penedo
Organization	Universidad de Las Palmas de Gran Canaria (ULPGC)
Place	Palmas de Gran Canaria, Las (España)

Artery/vein classification of blood vessel tree in retinal imaging
12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - VISAPP'17
International

Authors	J. de Moura, J. Novo, M. Ortega, Noelia Barreira, P. Charlón
Place	Oporto (Portugal)

Interactive Three-Dimensional Visualization System of the Vascular Structure in OCT Retinal Images
Sixteenth International Conference on Computer Aided Systems Theory - Eurocast'17
International

Authors	J. de Moura, J. Novo, M. Ortega, Noelia Barreira, M.G. Penedo
Place	Palmas de Gran Canaria, Las (España)

Automatic vessel detection by means of brightness profile characterization in OCT images
Knowledge-Based and Intelligent Information & Engineering Systems, 21st International Conference, KES-2017
International

Authors	J. de Moura, Jorge Novo Buján, J. Rouco, M G Penedo, M Ortega
Organization	KES International
Place	Marsella (Francia)

Hydra: un sistema web para el análisis, diagnóstico y tratamiento de las enfermedades cardiovasculares.
24 Congreso de la Sociedad Gallega de Hipertensión
Autonomous

Authors	J.E. Lopez-Paz, Marcos Ortega Hortas, A. Hermida-Ameijeiras, Jorge Novo Buján, Noelia Barreira Rodríguez, M G Penedo, C. Calvo Gómez
Organization	Sociedad Gallega de Hipertensión
Place	Sanxenxo (España)

Feature definition, analysis and selection for cystoid region characterization in Optical Coherence Tomography
Knowledge-Based and Intelligent Information & Engineering Systems, 21st International Conference, KES-2017
International

Authors	J. de Moura, Plácido L. Vidal, J. Novo, J. Rouco, M Ortega
Organization	KES International
Place	Marsella (Francia)

Automatic identification of intraretinal cystoid regions in Optical Coherence Tomography
16th Conference of Artificial Intelligence in Medicine (AIME'17)
International

Authors	J. de Moura, J. Novo, J. Rouco, M G Penedo, M Ortega
Place	Viena (Austria)

Automatic Detection of Epiretinal Membrane in OCT Images by Means of Local Luminosity Patterns
XXX
International

Authors	S. Baamonde, J. de Moura, J. Novo, M Ortega
Place	Cádiz (España)

Automatic Detection of Blood Vessels in Retinal OCT Images
IWINAC 2017 - International Work conference on the Interplay between Natural and Artificial Computation
International

Authors	J. de Moura, J. Novo, J. Rouco, M G Penedo, M Ortega
Place	Coruña, A (España)

Feature definition and selection for epiretinal membrane characterization in Optical Coherence Tomography images
19th International Conference on Image Analysis and Processing (ICIAP 2017)
International

Authors	S. Baamonde, J. de Moura, J. Novo, J. Rouco, M Ortega
Place	Catania (Italia)

Optical Coherence Tomography Denoising by Means of a Fourier Butterworth Filter-based Approach
19th International Conference on Image Analysis and Processing (ICIAP 2017)
International

Authors	G. Samagaio, J. de Moura, J. Novo, M. Ortega
Place	Catania (Italia)

On the use of machine learning techniques for the analysis of spontaneous reactions in automated hearing assessment
ESANN 2016 - European Symposium on Artificial Neural Networks
International

Authors	Verónica Bolón Canedo, A. Fernández, A. Alonso Betanzos, M. Ortega, M G Penedo
Place	Brujas (Bélgica)

Vessel tree extraction and depth estimation with OCT images
17th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2016
International

Authors	J. de Moura, J. Novo, M Ortega, N. Barreira, M G Penedo
Organization	Asociación Española de Inteligencia Artificial
Place	Salamanca (España)
DOI	https://doi.org/10.1007/978-3-319-44636-3_3

A virtual bench to explain geometric optics using Matlab Guide Environment
EDULEARN'16, 8th annual International Conference on Education and New Learning Technologies
International

Authors	A.I. Gómez-Varela, F.S. Vara, N. Barreira, M Ortega, J. Novo, M G Penedo, M.T. Flores-Arias, C. Bao-Varela
Place	Barcelona (España)

Enseñando Óptica Coherente usando Matlab GUIDE
InRed 2016. Congreso Nacional de Innovación Educativa y de Docencia en Red
National

Authors	F.S. Vara, A.I. Gómez-Varela, N. Barreira, M Ortega, J. Novo, M G Penedo, M.T. Flores-Arias, C. Bao-Varela
Place	Valencia (España)

Diseño de Aplicaciones Web Educativas con HTML5: el Efecto Fotoelectrico
InRed 2016. Congreso Nacional de Innovación Educativa y de Docencia en Red
National

Authors	A.I. Gómez-Varela, N. Barreira, M Ortega, F.S. Vara, J. Novo, M G Penedo, M.T. Flores-Arias, C. Bao-Varela
Place	Valencia (España)

Bringing experiential learning with HTML5 and Matlab Guide Environment: virtual applications for EPO, ESO and BACCALAUREATE.
EDULEARN'16, 8th annual International Conference on Education and New Learning Technologies
International

Authors	A. I. Gómez-Varela, F. S. Vara, N. Barreira, M. Ortega, J. Novo, M G Penedo, M. Varela-González, M. T. Flores-Arias, C. Bao-Varela
Place	Barcelona (España)
DOI	https://doi.org/10.21125/edulearn.2016.0961

A virtual bench to explain geometric optics using Matlab Guide Environment
EDULEARN'16, 8th annual International Conference on Education and New Learning Technologies
International

Authors	A. I. Gómez-Varela, F. S. Vara, N. Barreira, M. Ortega, J. Novo, M G Penedo, M. T. Flores-Arias, C. Bao-Varela
Place	Barcelona (España)
DOI	https://doi.org/10.21125/edulearn.2016.1424

Diseño de Aplicaciones Web Educativas con HTML5: el Efecto Fotoelectrico
InRed 2016. Congreso Nacional de Innovación Educativa y de Docencia en Red
National

Authors	A. I. Gómez-Varela, N. Barreira, M. Ortega, F. S. Vara, J. Novo, M G Penedo, M. T. Flores-Arias, C. Bao-Varela
Place	Valencia (España)
DOI	https://doi.org/10.4995/inred2016.2016.4369

Enseñando Óptica Coherente usando Matlab GUIDE
InRed 2016. Congreso Nacional de Innovación Educativa y de Docencia en Red
National

Authors	F. S. Vara, A. I. Gómez-Varela, N. Barreira, M. Ortega, J. Novo, M G Penedo, M. T. Flores-Arias, C. Bao-Varela
Place	Valencia (España)
DOI	https://doi.org/10.4995/inred2016.2016.4372

3D retinal vessel tree segmentation and reconstruction with OCT images
13th International Conference on Image Analysis and Recognition, ICIAR 2016
International

Authors	J. de Moura, J. Novo, M. Ortega, P. Charlón
Place	Povoa de Varzim (Portugal)

Herramienta informática para la visualización 3D interactiva de la estructura vascular de la retina
BioIntegraSaúde 2016
Autonomous

Authors	J. de Moura, M Ortega, Noelia Barreira, M.G. Penedo
Organization	Complexo Hospitalario Universitario de Santiago de Compostela
Place	Santiago de Compostela (España)

Vessel Tree Extraction and Depth Estimation with OCT Images
17th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2016
International

Authors	J. de Moura, J. Novo, M. Ortega, Noelia Barreira, M.G. Penedo
Organization	Asociación Española de Inteligencia Artificial
Place	Salamanca (España)
DOI	https://doi.org/10.1007/978-3-319-44636-3

"White Coat¿ Effect Study as a Subclinical Target Organ Damage by Means of aWeb Platform
4th KES International Conference on Innovation in Medicine and Healthcare, InMed 2016
International

Authors	J. Novo, A. Hermida, M. Ortega, Noelia Barreira, M.G. Penedo, Carlos Calvo Gómez
Place	Puerto de la Cruz (España)
DOI	https://doi.org/10.1007/978-3-319-39687-3

Detection and characterization of the sclera: evaluation of eye gestural reactions to auditory stimuli"
10th International Conference on Computer Vision Theory and Applications (VISAPP 2015)
International

Authors	J. de Moura, M. Ortega, M G Penedo, Alba Fernandez
Organization	Escola Superior de Tecnologia de Setúbal
Place	Berlin (Alemania)

A Wavefront Marching Method for Solving the Eikonal Equation on Cartesian Grids
IEEE International Conference on Computer Vision (ICCV 2015)
International

Authors	B. Cancela, M. Ortega, M G Penedo
Organization	IEEE Communitation Society
Place	Santiago (Chile)

A Texture-based Method for Choroid Segmentation in Retinal EDI-OCT Images
Computer Aided Systems Theory - EUROCAST 2015
International

Authors	A. González, Bea Remeseiro, M. Ortega, M G Penedo, P. Charlón
Place	Palmas de Gran Canaria, Las (España)

Choroid Characterization in EDI OCT Retinal Images Based on Texture Analysis
7th International Conference on Agents and Artificial Intelligence (ICAART 2015)
International

Authors	A. González, Bea Remeseiro, M. Ortega, M G Penedo
Organization	INSTICC ¿ Institute for Systems and Technologies of Information, Control and Communication
Place	Lisboa (Portugal)

Automatic Vessel Shade-Robust Segmentation of Retinal Layers in OCT Images
Studies in Health Technology and Informatics: Innovation in Medicine and Healthcare (InMed-14)
International

Authors	A. Fernández, M. Ortega, M G Penedo, P. Charlón
Organization	UNIVERSIDAD DEL PAÍS VASCO
Place	Donostia-San Sebastián (España)

Automated Layer Delimitation in OCT Retinal Images"
International Congress of Optometry and Vision Science (CIOCV 2014)
International

Authors	A. González, M. Ortega, M G Penedo, P. Charlón
Organization	UNIVERSIDADE DO MINHO
Place	Braga (Portugal)

Quantitative study on a multiscale approach for OCT retinal layer segmentation
6th International Conference on Agents and Artificial Intelligence (ICAART 2014)
International

Authors	A. González, C. Ortigueira, M. Ortega, M G Penedo
Organization	Institute for Systems and Technologies of Information, Control and Communication (INSTICC)
Place	Angers (Francia)

Computerized Analysis of Retinal Layers in OCT Images
Vision Sciences and Eye Research Meeting (ViSER 2014)
International

Authors	A. González, M. Ortega, M G Penedo, P. Charlón
Place	Santiago de Compostela (España)

Unsupervised Trajectory Modelling using Temporal Information via Minimal Paths
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2014)
International

Authors	B. Cancela, A. Iglesias, M. Ortega, M G Penedo
Organization	IEEE Communitation Society
Place	Columbus, Ohio (Estados Unidos)

Interest operator analysis for automatic assessment of spontaneous gestures in audiometries
6th International Conference on Agents and Artificial Intelligence (ICAART 2014)
International

Authors	A. Fernández, J. Marey, M. Ortega, M G Penedo
Organization	Institute for Systems and Technologies of Information, Control and Communication (INSTICC)
Place	Angers (Francia)

Computerized tool for automatic retinal layer identification in OCT images
II International Conference on Applications of Optics and Photonics (AOP 2014)
International

Authors	Manuel González Penedo, M. Ortega, P. Charlón, José María Barja Pérez
Organization	Sociedade Portuguesa para a Investigaçao e Desenvolvimento em Optica e Fotónica
Place	Aveiro (Portugal)

Automatic Robust Segmentation of Retinal Layers in OCT Images with Refinement Stages
11th International Conference, ICIAR 2014
International

Authors	A. González, Marcos Ortega Hortas, M.G. Penedo, P. Charlón
Place	Algarve (Portugal)

Computer aided hearing assessment: detection of eye gesture reactions as a response to the sound
11th International Conference, ICIAR 2014
International

Authors	A. Fernández, Marcos Ortega Hortas, M.G. Penedo
Place	Algarve (Portugal)

A new approach for robust lip segmentation in video sequences
Computer Aided Systems Theory; EUROCAST 2013
International

Authors	J. Campos López, M. Ortega, M G Penedo, A.Fernández
Organization	Instituto Universitario de Ciencias y Tecnologías Cibernéticas, Universidad de Las Palmas de Gran Canaria
Place	Palmas de Gran Canaria, Las (España)

Human Detection and Tracking Under Complex Activities
International Conference on Computer Vision Theory and Applications. VISSAP 2013
International

Authors	Brais Cancela, M. Ortega, M G Penedo
Organization	INSTICC
Place	Barcelona (España)

Automatic Cyst Detection in OCT Retinal Images Combining Region Flooding and Texture Analysis
26th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2013)
International

Authors	A. González, Bea Remeseiro, M. Ortega, M G Penedo, P. Charlón
Place	Porto (Portugal)

Automatic Eye Gesture Detection and Classification during Hearing Assessment for Patients with Cognitive Decline
11th Congress of the European Federation of Audiology Societies (EFAS 2013)
International

Authors	A.Fernández, C. Vázquez, L.M. Gigirey, M. Ortega, M G Penedo
Place	Budapest (Hungría)

Sistema automático para la evaluación auditiva de pacientes con deterioro cognitivo
Biointegrasaúde 2013
Autonomous

Authors	A. Fernández, Marcos Ortega Hortas, M.G. Penedo, C. Vázquez, L.M. Gigirey
Organization	Instituto de Investigación Sanitaria de Santiago (IDIS),
Place	Santiago de Compostela (España)

Movement analysis for the assessment of hearing in patients with cognitive impairment: A preliminary study.
Computer Aided Systems Theory; EUROCAST 2013
International

Authors	A. Fernández, Marcos Ortega Hortas, Brais Cancela, L.M. Gigirey
Organization	Instituto Universitario de Ciencias y Tecnologías Cibernéticas, Universidad de Las Palmas de Gran Canaria
Place	Palmas de Gran Canaria, Las (España)

Trajectory similarity measures using minimal paths
International Conference on Image Analysis and Processing, ICIAP 2013
International

Authors	Brais Cancela, Marcos Ortega Hortas, A. Fernández, M G Penedo
Place	Nápoles (Italia)

Path Analysis Using Directional Forces. A Practical Case: Traffic Scenes
Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2013
International

Authors	Brais Cancela, M Ortega, M.G. Penedo
Place	Funchal (Portugal)

A new method for measuring hearing loss. Part I: a study among a sample of standard population.
2nd International Conference on Adult Hearing Screening
International

Authors	C. Vázquez, A.Fernández, L.M. Gigirey, M. Ortega, M G Penedo
Place	Cernobbio (Italia)

Precise Segmentation of the Optic Disc in Retinal Fundus Images
Computer Aided Systems Theory - EUROCAST 2011
International

Authors	Alejandro Fraga, Noelia Barreira Rodríguez, Marcos Ortega Hortas, Manuel González Penedo, María José Carreira Nouche
Organization	Instituto Universitario de Ciencias y Tecnologías Cibernéticas, Universidad de Las Palmas de Gran Canaria
Place	Palmas de Gran Canaria, Las (España)
DOI	https://doi.org/10.1007/978-3-642-27549-4_75

Contextual and Skin Color Region Information for Face and Arms Location
Computer Aided Systems Theory - EUROCAST 2011
International

Authors	M G Penedo, A. Fernández, M. Ortega, Brais Cancela
Organization	Instituto Universitario de Ciencias y Tecnologías Cibernéticas, Universidad de Las Palmas de Gran Canaria
Place	Palmas de Gran Canaria, Las (España)

Automatic analysis of the patient's conscious responses to the emission of auditory stimuli during the performance of an audiometry
International Conference on Digital Image Computing: Techniques and Applications
International

Authors	A. Fernández, M. Ortega, M G Penedo, B. Cancela, L.M. Gigirey, C. Vázquez
Organization	University of Queensland
Place	Noosa (Australia)

Measuring response times to auditory stimuli during an audiometry
4th International Symposium on Applied Sciences in Biomedical and Communication Technologies (ISABEL), Barcelona, October 2011
International

Authors	A. Fernández, M. Ortega, B. Cancela, M G Penedo, C. Vázquez, L.M. Gigirey
Organization	Universitat Politécnica de Catalunya (UPC)
Place	Barcelona (España)

Medical lmaging: Past, Present and Future
CATMI 2011
International

Authors	Marcos Ortega Hortas
Place	Chipiona (España)

Automatic Processing of Digital Retinographies
CATMI 2011
International

Authors	Marcos Ortega Hortas
Place	Chipiona (España)

An Affect-Responsive Interactive Photo Frame
6th International Summer Workshop on Multimodal Interfaces (eNTERFACE 2010)
International

Authors	Hamdi Dibeklioglu, Ilkka Kosunen, Marcos Ortega Hortas, Albert Ali Salah, Petr Zuzanek
Place	Amsterdam (Países Bajos)

Color Information Analysis for Face Differentiation
Computer Graphics and Imaging (CGIM)
International

Authors	Luis Alberto Lado Freire, Marcos Ortega Hortas, Alba Fernández Arias, M G Penedo
Place	Innsbruck (Austria)

Skin region analysis for face detection
III Congreso Español de Informática (CEDI 2010) - II Workshop de Reconocimiento de Formas y Análisis de Imágenes (AERFAI 2010)
National

Authors	Alba Fernández Arias, Marcos Ortega Hortas, Castor Mariño Pérez, M G Penedo, Brais Cancela Barizo
Place	Valencia (España)

Energy Deviation Values of Gabor Filters in Texture Classification
Signal Processing, Pattern Recognition and Applications (SPPRA)
International

Authors	Juan Dourado Lema, J. Rouco, M G Penedo, Antonio Mosquera González, Marcos Ortega Hortas
Place	Innsbruck (Austria)

A novel similarity metric for retinal images based authentication
BIOSIGNALS 2009, International Conference on Bio-inspired Systems and Signal Processing
International

Authors	Marcos Ortega Hortas, M G Penedo, Castor Mariño Pérez, María J. Carreira Nouche
Place	Porto (España)

Measuring changes in face appearance through aging
CVPR 2009, IEEE Conference on Computer Vision and Pattern Recognition
International

Authors	Marcos Ortega Hortas, Linda Brodo, Manuele Bicego, Massimo Tistarelli
Place	Miami (Estados Unidos)

Texture description in local scale using texton histograms with universal dictionary
DICTA 2009, Digital image computing: techniques and applications
International

Authors	J. Rouco, M G Penedo, Marcos Ortega Hortas, Antonio Mosquera González
Place	Melbourne (Australia)

Vascular landmark detection in retinal images.
International Conference on Computer Aided Systems Theory Eurocast 2009
International

Authors	M Ortega, J. Rouco, J. Novo, M G Penedo
Place	Palmas de Gran Canaria, Las (España)

Retinal Vessel Tree Segmentation using a Deformable Contour Model
ICPR 2008 - 19th International Conference on Pattern Recognition
International

Authors	Lucía Espona Pernas, María José Carreira Nouche, M G Penedo, Marcos Ortega Hortas
Place	Tampa Bay (Estados Unidos)

Pixel Parallel Vessel Tree Extraction for a Personal Authentication System
ISCAS 2008 - IEEE International Symposium on Circuits and Systems
International

Authors	Carmen Alonso Montes, Marcos Ortega Hortas, M G Penedo, David López Vilariño
Place	Seattle (Estados Unidos)

On the Improvement of the Topological Active Volumes model: A tetrahedral approach
VISAPP 2008 - 3rd International Conference on Computer Vision Theory and Applications
International

Authors	Noelia Barreira Rodríguez, M G Penedo, Marcos Ortega Hortas, J. Rouco
Place	Funchal, Madeira (Portugal)

Three stage red lesions detection using digital color retinal angiographies
7th WSEAS International Conference on Applied Informatics and Communications (AIC 2007)
International

Authors	Cástor Mariño Pérez, Manuel E. Ares Brea, M G Penedo, Marcos Ortega Hortas
Place	Vouliagmeni (Grecia)

Biometric authentication based on feature extraction in digital retinal images
SWB 2007, 1st Spanish Workshop on Biometrics
National

Authors	Marcos Ortega Hortas, Cástor Mariño Pérez, M G Penedo, Lucía Espona Pernas
Place	Girona (España)

Biometric Authentication using digital retinal images
The 5th WSEAS International Conference on Applied Computer Science
International

Authors	Marcos Ortega Hortas, Cástor Mariño Pérez, M G Penedo, Marianne Blanco Martiño, Francisco González
Place	Hangzhou (China)

Optic disc segmentation using a matching filter and a deformable model
The 6th WSEAS International Conference on Applied Computer Science
International

Authors	Cástor Mariño Pérez, Noelia Barreira Rodríguez, M G Penedo, Marcos Ortega Hortas, A. Pérez Urría, José Luis Doncel Juárez, Francisco González
Place	Puerto de la Cruz (España)

Positions

Academic or management positions held by teacher.

Current
Past

PhD Marcos Ortega Hortas

Catedrático de universidade (CAT-UN)

Teaching

Subjects taught

Faculty of Computer Science

EOG works and final master thesis directed

Research results

Positions

Claustro

Profesorado doctor con vinculación permanente

Xunta da Facultade de Informática

PDI (Membros Natos)

Consello do Departamento Ciencias da Computación e Tecnoloxías da Información

PDI (Membros Natos)

Vice-rectorate for Research and Transfer

Director

Comisión Académica de la Facultad de Informática

Secretario

Facultad de Informática

Secretario de Facultad

Xunta da Facultade de Informática

PDI (Membros Natos)

Consello do Departamento Ciencias da Computación e Tecnoloxías da Información

PDI (Membros Natos)

Claustro

Profesorado doctor con vinculación permanente

Facultad de Informática

Secretario de Facultad

Comisión de Calidad de la Facultad de Informática

Secretario

Profesorado responsable titulaciones Facultad de Informática

Grado en Ingeniería Informática

Profesor responsable de titulación

Profesorado responsable titulaciones Facultad de Informática

Grado en Ingeniería Informática

Profesor responsable de titulación

Comisión de Calidad de la Facultad de Informática

Vogal Coordinador de Título