PhD José Joaquim De Moura Ramos  

Profesor axudante doutor (AXU-DR)

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 inteligencia artificial, visión artificial, procesado de imagen, reconocimiento de patrones, análisis de imagen biomédica
Keywords artificial intelligence, computer vision, image processing, pattern recognition, biomedical image analysis
Contacto UDC directory
Orcid id0000-0002-2050-3786 ResearcherIDH-4207-2017 Scopus56785693400

Teaching

Subjects taught

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

Subject and involved studies Distance hours Total hours
Advanced Machine Learning for Computer Vision
Master in Computer Vision
0 14
Audiovisual Data Analysis and Interpretation
Degree in Data Science and Engineering
0 21
Automata and Formal Languages
Degree in Artificial Intelligence
0 1
Biomedical Image Analysis
Master in Computer Vision
0 14
Computer Vision I
Master's Degree in Artificial Intelligence
0 6.5
Computer Vision Principles
Degree in Artificial Intelligence
0 21
Final Year Dissertation
Degree in Data Science and Engineering
0 4
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
0 12
Final Year Dissertation. Mention in Information Systems
Degree in Computer Engineering
0 1
Final Year Dissertation. Mention in Software Engineering
Degree in Computer Engineering
0 6.5
Image Description and Modeling
Master in Computer Vision
0 14
Instrumentation and Processing for Biomedical Applications
Master in Computer Vision
0 14
Master's Dissertation
Master's in Computer Engineering
0 3.3
Master's Dissertation
Master in Bioinformatics for Health Sciences
0 2.66
Master's Dissertation
Master in Computer Vision
0 12.5
Theoretical Computer Science
Degree in Computer Engineering
0 28
Work Placement
Degree in Data Science and Engineering
0 6
Work Placement
Master in Computer Vision
0 1
Subject and involved studies Distance hours Total hours
Advanced Machine Learning for Computer Vision 0 14
Audiovisual Data Analysis and Interpretation 0 21
Automata and Formal Languages 0 1
Biomedical Image Analysis 0 14
Computer Vision I 0 6.5
Final Year Dissertation. Mention in Computer Science 0 6.66666666666667
Final Year Dissertation. Mention in Information Technology 0 5.33333333333333
Final Year Dissertation. Mention in Software Engineering 0 2.66666666666667
Image Description and Modeling 0 14
Image, Video and Audio Processing 0 21
Instrumentation and Processing for Biomedical Applications 0 14
Work Placement 0 0
Work Placement 0 1.5
Subject and involved studies Distance hours Total hours
Advanced Machine Learning for Computer Vision
Master in Computer Vision
0 14
Biomedical Image Analysis
Master in Computer Vision
0 14
Computer Vision I
Master's Degree in Artificial Intelligence
0 8.5
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
0 9.33
Final Year Dissertation. Mention in Software Engineering
Degree in Computer Engineering
0 5.33
Image Description and Modeling
Master in Computer Vision
0 14
Image, Video and Audio Processing
Degree in Data Science and Engineering
0 42
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
0 30
Instrumentation and Processing for Biomedical Applications
Master in Computer Vision
0 14
Theoretical Computer Science
Degree in Computer Engineering
0 49
Subject and involved studies Distance hours Total hours
Advanced Machine Learning for Computer Vision
Master in Computer Vision
0 14
Biomedical Image Analysis
Master in Computer Vision
0 14
Image Description and Modeling
Master in Computer Vision
0 14
Image, Video and Audio Processing
Degree in Data Science and Engineering
0 42
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
0 77
Instrumentation and Processing for Biomedical Applications
Master in Computer Vision
0 14
Subject and involved studies Distance hours Total hours
Analysis of Biomedical Images
Master in Bioinformatics for Health Sciences
0 7
Computer Vision
Degree in Computer Engineering
0 14
Concurrency and Parallelism
Degree in Computer Engineering
0 14
Human Machine Interfaces
Degree in Computer Engineering
0 105
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
0 17
Programming II
Degree in Computer Engineering
0 15

Defined tutoring by teacher for 2023/2024 academic course.

Faculty of Computer Science

Quarter Day Site
1st quarter Friday
15:00 a 20:00
Laboratorio 0.1 (VARPA)
2nd quarter Friday
15:00 a 20:00
Laboratorio 0.1 (VARPA)
2nd chance Monday
15:00 a 20:00
Laboratorio 0.1 (VARPA)

EOG works and final master thesis directed

Directed or codirected by current teacher since 2013 year.

Research results

Select merit type and year to query research merits.

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

ADENDA ACCIÓNS ESTRATÉXICAS DE I+D+i 2021-2022 (FORTALECEMENTO DE CENTROS)

Funding entity Xunta de Galicia
Main researches Manuel G. Penedo
Type Proyecto Otros Programas
Dates From 01/01/2022 to 31/12/2022

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

Heritage Efficient management through Relevant IT use (HERIT)

Funding entity Agence francophone pour l'éducation et la formation tout au long de la vie (AEF-Europe)
Type Proyecto UE
Dates From 01/06/2021 to 31/05/2023

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

Valor pronóstico de la microcirculación retiniana en la aparición de sangrado, recanalización fútil y deterioro cognitivo en ictus isquémico agudo: Estudio clínico y de biomarcadores de daño endotelial.

Funding entity Instituto de Salud Carlos III (ISCIII)
Type Proyecto Programas Nacionales
Dates From 01/01/2021 to 31/12/2023

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

CUANTIFICACION Y CARACTERIZACION COMPUTACIONAL DE IMAGEN MULTIMODAL OFTALMOLOGICA: ESTUDIOS EN ESCLEROSIS MULTIPLE

Funding entity Ministerio de Ciencia e Innovación
Main researches Manuel González Penedo; José Rouco Maseda
Type Proyecto Programas Nacionales
Dates From 03/09/2020 to 31/12/2023

Intelixencia Artificial vs COVID-19: melloras na detección,avaliación e seguimento personalizado dos afectados

Funding entity Xunta de Galicia - GAIN
Main researches M. Ortega
Type Proyecto Programas Autonomicos
Dates From 01/11/2020 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

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

Técnicas de visión artificial para la detección automática de puntos críticos en mantenimiento vial (AUTOVÍA)

Funding entity ENXENIO, S.L.
Main researches Manuel González Penedo
Type Contrato
Dates From 21/12/2018 to 31/12/2019

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

Medicina personalizada en la degeneración macular asociada a la edad en base a técnicas de imagen, farmacocinética y farmacogenética (ImagePKgen-DMAE)

Funding entity Instituto de Salud Carlos III (ISCIII)
Main researches Francisco Gómez-Ulla de Irazazabal
Type Proyecto Programas Nacionales
Dates From 01/01/2018 to 31/12/2020

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

IDENTIFICACION Y CARACTERIZACION DEL EDEMA MACULAR DIABETICO MEDIANTE ANALISIS AUTOMATICO DE TOMOGRAFIAS DE COHERENCIA OPTICA Y TECNICAS DE APRENDIZAJE MAQUINA

Funding entity Ministerio de Economía y Competitividad
Main researches Manuel González Penedo; Noelia Barreira
Type Proyecto Programas Nacionales
Dates From 01/01/2016 to 31/12/2019

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

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

CPAP Effect on the Progression of Diabetic Retinopathy in Patients with Sleep Apnea (RetinAs Study)

Funding entity Hospital Universitario La Paz
Main researches Francisco García-Rio
Type Proyecto Programas Nacionales
Dates From 01/01/2016 to 31/12/2018

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

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

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

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 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 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 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

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,

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

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

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

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

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

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)

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

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

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

Authors A. González, Joaquim de Moura, Jorge Novo, M Ortega, M.G. Penedo
Journal HELIYON Vol. 2019 Num. e01271 (pages 1 to 34)

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

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

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)

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

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)

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

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)

The 4th XoveTIC Conference

Editors J. J. De Moura Ramos, M.A. Álvarez, Javier Pereira, M.G. Penedo
Publishing MDPI Multidisciplinary Digital Publishing Institute, (España)
ISBN 978-3-0365-2496-2

III XoveTIC Conference 2020. Proceedings.

Editors Joaquim de Moura, Puente A., J. Pereira, M.G. Penedo
Publishing MDPI Multidisciplinary Digital Publishing Institute, ()
ISBN 978-3-03943-492-3

XoveTIC 2019

Editors A, Alvarellos, J. de Moura, B. Botana, J. Pereira, M G Penedo
Publishing MDPI, (España)
ISBN 978-3-03921-444-0

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

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 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

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

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

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

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)

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

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

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)

Cuantificación automática de las dimensiones del músculo ciliar en tomografía de coherencia óptica mediante deep learning
98 Congreso de la Sociedad Española de Oftalmología (SEO) - 2022
National

Authors J. I. Fernández-Vigo, L. Liaño, E. Goyanes-González, J. de Moura
Place Pamplona/Iruña (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)

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

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)

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)

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)

Sistema automático para la identificación del edema macular diabético empleando imágenes de tomografía de coherencia óptica
46ª Reunión de la Sociedad Gallega de Oftalmología
Autonomous

Authors P. Almuiña, Maribel Fernández, J. de Moura, J. Novo, M. A. Gil, M. Rodríguez, M. Abraldes, F. Gómez Ulla
Place Vigo (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 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)

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)

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)

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)

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

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)

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)

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)

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)

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

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

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)

Positions

Academic or management positions held by teacher.

Xunta da Facultade de Informática

Vocal PDI

From 15/03/2023.

Consello do Departamento Ciencias da Computación e Tecnoloxías da Información

PDI (Membros Natos)

From 15/03/2023.

Consello do Departamento Ciencias da Computación e Tecnoloxías da Información

PDI (Membros Natos)