| 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 |
| Research merits evaluation | 1 six years period(s) |
| Contacto | UDC directory |
| Orcid id0000-0002-2050-3786 ResearcherIDH-4207-2017 Scopus56785693400 | |
This section shows the teaching given in degrees, masters and other officers studies in last 6 years.
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Final Year Dissertation
Degree in Data Science and Engineering
|
Compulsory | 0 | 20 |
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 10.66 |
|
Master's Dissertation
Master in Bioinformatics for Health Sciences
|
Compulsory | 0 | 4 |
|
Work Placement
Degree in Data Science and Engineering
|
Compulsory | 0 | 5 |
|
Work Placement
Master in Computer Vision
|
Compulsory | 0 | 1 |
|
Work Placement
Master's Degree in Artificial Intelligence
|
Compulsory | 0 | 1 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
| Advanced Machine Learning for Computer Vision | Compulsory | 0 | 14 |
| Audiovisual Data Analysis and Interpretation | Optional | 0 | 21 |
| Automata and Formal Languages | Compulsory | 0 | 1 |
| Biomedical Image Analysis | Optional | 0 | 14 |
| Computer Vision I | Compulsory | 0 | 6.5 |
| Computer Vision Principles | Optional | 0 | 21 |
| Final Year Dissertation | Compulsory | 0 | 4 |
| Final Year Dissertation. Mention in Computer Science | Compulsory | 0 | 12 |
| Final Year Dissertation. Mention in Information Systems | Compulsory | 0 | 1 |
| Final Year Dissertation. Mention in Software Engineering | Compulsory | 0 | 6.5 |
| Image Description and Modeling | Compulsory | 0 | 14 |
| Instrumentation and Processing for Biomedical Applications | Compulsory | 0 | 14 |
| Master's Dissertation | Compulsory | 0 | 3.3 |
| Master's Dissertation | Compulsory | 0 | 2.66 |
| Master's Dissertation | Compulsory | 0 | 12.5 |
| Theoretical Computer Science | Optional | 0 | 28 |
| Work Placement | Compulsory | 0 | 6 |
| Work Placement | Compulsory | 0 | 1 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Advanced Machine Learning for Computer Vision
Master in Computer Vision
|
Compulsory | 0 | 14 |
|
Audiovisual Data Analysis and Interpretation
Degree in Data Science and Engineering
|
Optional | 0 | 21 |
|
Automata and Formal Languages
Degree in Artificial Intelligence
|
Compulsory | 0 | 1 |
|
Biomedical Image Analysis
Master in Computer Vision
|
Optional | 0 | 14 |
|
Computer Vision I
Master's Degree in Artificial Intelligence
|
Compulsory | 0 | 6.5 |
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 6.66666666666667 |
|
Final Year Dissertation. Mention in Information Technology
Degree in Computer Engineering
|
Compulsory | 0 | 5.33333333333333 |
|
Final Year Dissertation. Mention in Software Engineering
Degree in Computer Engineering
|
Compulsory | 0 | 2.66666666666667 |
|
Image Description and Modeling
Master in Computer Vision
|
Compulsory | 0 | 14 |
|
Image, Video and Audio Processing
Degree in Data Science and Engineering
|
Compulsory | 0 | 21 |
|
Instrumentation and Processing for Biomedical Applications
Master in Computer Vision
|
Compulsory | 0 | 14 |
|
Work Placement
Degree in Data Science and Engineering
|
Compulsory | 0 | 0 |
|
Work Placement
Master in Computer Vision
|
Compulsory | 0 | 1.5 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Advanced Machine Learning for Computer Vision
Master in Computer Vision
|
Compulsory | 0 | 14 |
|
Biomedical Image Analysis
Master in Computer Vision
|
Optional | 0 | 14 |
|
Computer Vision I
Master's Degree in Artificial Intelligence
|
Compulsory | 0 | 8.5 |
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 9.33 |
|
Final Year Dissertation. Mention in Software Engineering
Degree in Computer Engineering
|
Compulsory | 0 | 5.33 |
|
Image Description and Modeling
Master in Computer Vision
|
Compulsory | 0 | 14 |
|
Image, Video and Audio Processing
Degree in Data Science and Engineering
|
Compulsory | 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
|
Core | 0 | 30 |
|
Instrumentation and Processing for Biomedical Applications
Master in Computer Vision
|
Compulsory | 0 | 14 |
|
Theoretical Computer Science
Degree in Computer Engineering
|
Optional | 0 | 49 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Advanced Machine Learning for Computer Vision
Master in Computer Vision
|
Compulsory | 0 | 14 |
|
Biomedical Image Analysis
Master in Computer Vision
|
Optional | 0 | 14 |
|
Image Description and Modeling
Master in Computer Vision
|
Compulsory | 0 | 14 |
|
Image, Video and Audio Processing
Degree in Data Science and Engineering
|
Compulsory | 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
|
Core | 0 | 77 |
|
Instrumentation and Processing for Biomedical Applications
Master in Computer Vision
|
Compulsory | 0 | 14 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Analysis of Biomedical Images
Master in Bioinformatics for Health Sciences
|
Compulsory | 0 | 7 |
|
Computer Vision
Degree in Computer Engineering
|
Optional | 0 | 14 |
|
Concurrency and Parallelism
Degree in Computer Engineering
|
Compulsory | 0 | 14 |
|
Human Machine Interfaces
Degree in Computer Engineering
|
Compulsory | 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
|
Core | 0 | 17 |
|
Programming II
Degree in Computer Engineering
|
Core | 0 | 15 |
Defined tutoring by teacher for 2024/2025 academic course.
| 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) |
Directed or codirected by current teacher since 2013 year.
| Automated detection of Alzheimer's disease from OCT retinal images in PS19 tau transgenic mice |
| Automatic detection and classification of glistenings in AS-OCT images using deep learning |
| Automatic segmentation of fluid regions associated with central serous chorioretinopathy using optical coherence tomography images |
| Deep Learning Approaches for Automated 3D Segmentation of Fluid Regions in CSCR Patients: An |
| Deep Learning for Automatic Segmentation of Drusen in Retinal OCT Images |
| 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 |
| Pk-Pharm: Platform tool for personalised drug dosing |
| Web platform for clinical management and improvement of multimodal analysis of photoreceptor degeneration in the retina |
Select merit type and year to query research merits.
International Network in AI for the Diagnosis of Diabetic Retinopathy in Remote Areas Using Portable Retinographs
| Funding entity | National Council for Scientific and Technological Development-CNPq/MCTI/FNDCT |
| Main researches | Joaquim de Moura |
| Type | Proyecto Internacional |
| Dates | From 01/01/2025 to 31/12/2026 |
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 |
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) |
Utilidad del OCT preclínico para la caracterización retiniana de la enfermedad de alzheimer con un modelo animal genéticamente modificado
26º Congreso de la Sociedad Española de Retina y Vitreo (SERV)
National
| Authors | M. A. Gil, A. Cuartero, A. Custodia, N.Gomez Gomez, A. Ouro, J. de Moura, J. Novo, M Ortega, P. Aguiar, T. Sobrino, A. Fernandez |
| Place | Valencia (España) |
OCT preclínico en la caracterización retiniana de un modelo animal de Alzheimer
49 Reunión de la Sociedad Gallega de Oftalmología. SGO'23
National
| Authors | M. A. Gil, A. Cuartero, A. Custodia, N.Gomez Gomez, A. Ouro, de Moura, J, J. Novo, M. Ortega, 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) |
Academic or management positions held by teacher.