PhD José Rouco Maseda  

Profesor permanente laboral (PPL-LOSU)

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 No data available from Curriculum Management System at UDC. (SUXI).
Teaching merits evaluation 1 five years period(s)
Research merits evaluation 1 six years period(s)
Contacto UDC directory
Orcid id0000-0003-4407-9091 ResearcherIDA-7255-2011 Scopus23475243900

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 7
Advanced Medical Visualization
Master in Bioinformatics for Health Sciences
0 11
Applied Computer Vision
Degree in Artificial Intelligence
0 28
Audiovisual Data Analysis and Interpretation
Degree in Data Science and Engineering
0 7
Computer Vision
Degree in Computer Engineering
0 21
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 4
Image Description and Modeling
Master in Computer Vision
0 7
Image, Video and Audio Processing
Degree in Data Science and Engineering
0 21
Master's Dissertation
Master in Computer Vision
0 12.5
Neuroengineering and Innovation in Neuroscience
Master in Bioinformatics for Health Sciences
0 10.5
Subject and involved studies Distance hours Total hours
Advanced Machine Learning for Computer Vision 0 7
Advanced Medical Visualization 0 11
Audiovisual Data Analysis and Interpretation 0 7
Computer Vision 0 21
Final Year Dissertation. Mention in Computer Science 0 8
Image Description and Modeling 0 7
Image, Video and Audio Processing 0 21
Master's Dissertation 0 6.67
Master's Dissertation 0 10
Neuroengineering and Innovation in Neuroscience 0 10.5
Work Placement 0 0
Subject and involved studies Distance hours Total hours
Advanced Machine Learning for Computer Vision
Master in Computer Vision
0 7
Advanced Medical Visualization
Master in Bioinformatics for Health Sciences
0 11
Audiovisual Data Analysis and Interpretation
Degree in Data Science and Engineering
0 7
Computer Vision
Degree in Computer Engineering
0 21
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
0 20
Final Year Dissertation. Mention in Software Engineering
Degree in Computer Engineering
0 4
Image Description and Modeling
Master in Computer Vision
0 7
Image, Video and Audio Processing
Degree in Data Science and Engineering
0 21
Master's Dissertation
Master in Bioinformatics for Health Sciences
0 4
Neuroengineering and Innovation in Neuroscience
Master in Bioinformatics for Health Sciences
0 10.5
Work Placement
Master in Computer Vision
0 0
Subject and involved studies Distance hours Total hours
Advanced Machine Learning for Computer Vision
Master in Computer Vision
0 7
Advanced Medical Visualization
Master in Bioinformatics for Health Sciences
0 11
Computer Vision
Degree in Computer Engineering
0 21
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
0 16
Final Year Dissertation. Mention in Software Engineering
Degree in Computer Engineering
0 4
Image Description and Modeling
Master in Computer Vision
0 5
Image, Video and Audio Processing
Degree in Data Science and Engineering
0 21
Neuroengineering and Innovation in Neuroscience
Master in Bioinformatics for Health Sciences
0 10.5
Subject and involved studies Distance hours Total hours
Advanced Image Processing and Analysis
Master in Computer Vision
0 2
Advanced Machine Learning for Computer Vision
Master in Computer Vision
0 18
Advanced Medical Visualization
Master in Bioinformatics for Health Sciences
0 10
Analysis of Biomedical Images
Master in Bioinformatics for Health Sciences
0 4
Computer Vision
Degree in Computer Engineering
0 21
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
0 12
Image Description and Modeling
Master in Computer Vision
0 7
Master's Dissertation
Master in Bioinformatics for Health Sciences
0 4
Neuroengineering and Innovation in Neuroscience
Master in Bioinformatics for Health Sciences
0 10.5
Subject and involved studies Distance hours Total hours
Advanced Medical Visualization
Master in Bioinformatics for Health Sciences
0 10
Analysis of Biomedical Images
Master in Bioinformatics for Health Sciences
0 14
Computer Vision
Degree in Computer Engineering
0 21
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
0 8
Human Machine Interfaces
Degree in Computer Engineering
0 12
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 16
Neuroengineering and Innovation in Neuroscience
Master in Bioinformatics for Health Sciences
0 10.5

EOG works and final master thesis directed

Directed or codirected by current teacher since 2013 year.

Vision Transformers for the automatic diagnosis of diabetic retinopathy
Adaptable and scalable Deep Learning methodologies for image-based identity verification
Real-time Semantic Segmentation in Automotive Embedded Systems
Transfer learning techniques from stain-to-stain translation to cell nuclei segmentation in
Automatic system for the detection and recognition of phytoplankton in digital microscope imaging
Comparative study of recurrent neural network topologies for the prediction of water and electicity comsumption
Experimentation with self-supervised deep learning models over retinographic images based on contextual information
Identification and characterization of pathological structures related to diabetic macular edema (DME).
Study and design of deep learning models for multimodal generation of ophthalmological image

Research results

Select merit type and year to query research merits.

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

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

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

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

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

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

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

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

Análisis de variables vasculares en imagen de retina (AVASIR)

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

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

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

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

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

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

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

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

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

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

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

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

Axuda para a acreditación, estruturación e mellora de centros de investigación do Sistema universitario de Galicia

Funding entity CONSELLERIA DE EDUCACIÓN, UNIVERSIDADE E FORMACIÓN PROFESIONAL
Main researches Manuel Francisco González Penedo
Type Proyecto Programas Autonomicos
Dates From 01/12/2019 to 28/02/2023

CONCORDANCE: Collision avOidaNCe fOR UAVs using Deep leArNing teChniques and optimized sEnsor design

Funding entity Fundación CITIC de Galicia
Main researches Paula Fraga Lamas / Lucía Ramos García
Type Proyecto Otros Programas
Dates From 15/06/2018 to 31/07/2019

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

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

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

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

Análisis de AVR en imagen de retina (AVIR)

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

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

Desarrollo de aplicaciones móviles Cronigal

Funding entity Pamdor Prolin S.L.
Main researches Noelia Barreira Rodríguez
Type Contrato
Dates From 15/07/2018 to 15/10/2018

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

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

Análisis de imágenes Angio-OCT

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

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

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

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

UMI UDC-NAVANTIA O estaleiro do futuro 4.0 (Consolidación)

Funding entity Axencia Galega de Innovación
Main researches Salvador Naya
Type Proyecto Programas Autonomicos
Dates From 13/11/2018 to 31/10/2021

Análisis de Retina Arteria Vena (AIRAV)

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

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

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

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

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

Screen-DR

Funding entity Ministério da Ciência, Tecnologia e Ensino Superior, Fundação para a Ciência e Tecnologia (FCT)
Type Proyecto Programas Nacionales
Dates From 01/04/2016 to 31/03/2020

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

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

UMI UDC NAVANTIA O estaleiro do futuro

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

INESC TEC - EEA/50014

Funding entity Ministério da Ciência, Tecnologia e Ensino Superior, Fundação para a Ciência e Tecnologia (FCT)
Type Proyecto Programas Nacionales
Dates From 01/01/2015 to 31/12/2017

NanoStima

Funding entity Comissão de Coordenação e Desenvolvimento Regional do Norte (CCDR-N)
Type Proyecto Programas Nacionales
Dates From 01/07/2015 to 30/06/2018

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

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

iDEAS: Dry Eye Assessment System

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

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

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

Projeto Estratégico - LA 2 - 2013-14

Funding entity Ministério da Ciência, Tecnologia e Ensino Superior, Fundação para a Ciência e Tecnologia (FCT)
Type Proyecto Programas Nacionales
Dates From 01/01/2013 to 31/12/2014

Projeto Estratégico - LA 14 - 2013-14

Funding entity Ministério da Ciência, Tecnologia e Ensino Superior, Fundação para a Ciência e Tecnologia (FCT)
Type Proyecto Programas Nacionales
Dates From 01/01/2013 to 31/12/2014

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

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

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

Projecto Estratégico - LA 2 - 2011-12

Funding entity Ministério da Ciência, Tecnologia e Ensino Superior, Fundação para a Ciência e Tecnologia (FCT)
Type Proyecto Programas Nacionales
Dates From 01/01/2011 to 31/12/2012

Axuda para a Consolidación e a Estruturación de Unidades de Investigación Competitivas do Sistema Galego de I+D+I

Funding entity Dirección Xeral de Investigación, Desenvolvemento e Innovación
Main researches Manuel Francisco González Penedo
Type Proyecto Programas Autonomicos
Dates From 01/01/2010 to 31/12/2010

Actualizaciones Página Web de la Escuela de Trabajo Social

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

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

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

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

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

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

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

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

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

CONVENIO DE COLABORACIÓN ENTRE O INSTITUT D'INVESTIGACIÓ BIOMÉDICA DE GIRONA, UDC E FEUGA PARA A ADECUACIÓN DE SOFTWARE QUE SE UTILIZARÁ PARA O CÁLCULO DO ÍNDICE ARTERIOVENOSO

Funding entity INSTITUT D¿INVESTIGACIÓ BIOMEDICA DE GIRONA ( IdiBGi)
Type Contrato
Dates From 03/03/2008 to 02/03/2009

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

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

Axuda para a Consolidación e a Estruturación de Agrupaciones Estratégicas

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

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

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

Desarrollo de una aplicación informática de sistema distribuido para hipertensos

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

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

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

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

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

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

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

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

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

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

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

Sistema Distribuído para Medida del Calibre Retiniano (SIDMECAR)

Funding entity Comisión Interministerial de Ciencia y Tecnología (CICYT)
Main researches Manuel Francisco González Penedo
Type Proyecto Programas Nacionales
Dates From 01/12/2003 to 30/11/2006

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Type Software Registrado
Entity Universidade da Coruña
Authors J. Novo, J. Rouco, A. S. Hervella, José Morano
Application date 31/03/2022

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

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

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

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

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

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

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

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

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

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

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

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

Sistema distribuido para el análisis de imágenes médicas-MIDAS

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

ECHOCAD - CAROTID

Type Software Registrado
Entity Inspeção-Geral das Atividades Culturais (IGAC), Portugal
Authors A. Campilho, J. Rouco, C. Carvalho, A. Domingues, Jorge Silva, Rui Rocha
Application date 11/12/2017
Approval date 31/01/2018

VARPA Retinal Authentication System (VARAS)

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

Context Encoder Transfer Learning Approaches for Retinal Image Analysis

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

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

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

Color fundus image registration using a learning-based domain-specific landmark detection methodology

Authors David Rivas-Villar, Álvaro S. Hervella, J. Rouco, Jorge Novo
Journal COMPUTERS IN BIOLOGY AND MEDICINE Vol. 140 (pages 1 to 14)
DOI https://doi.org/10.1016/j.compbiomed.2021.105101

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

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

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

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

Multimodal image encoding pre-training for diabetic retinopathy grading

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

Carotid Ultrasound Boundary Study (CUBS): Technical considerations on an open multi-center analysis of computerized measurement systems for intima-media thickness measurement on common carotid artery longitudinal B-mode ultrasound scans

Authors Kristen M. Meiburger, Francesco Marzola, Guillaume Zahnd, Francesco Faita, Christos P. Loizou, Nolann Lainé, C. Carvalho, David A. Steinman, Lorenzo Gibello, Rosa Maria Bruno, Ricarda Clarenbach, Martina Francesconi, Andew N. Nicolaides, Hervé Liebgott, A. Campilho, Reza Ghotbi, Efthyvoulos Kyriacou, Nassir Navab, Maura Griffin, Andrie G. Panayiotou, Rachele Gherardini, Gianfranco Varetto, Elisabetta Bianchini, Constantinos P. Pattichis, Lorenzo Ghiadoni, J. Rouco, Filippo Molinari
Journal COMPUTERS IN BIOLOGY AND MEDICINE Vol. 144 (pages 1 to 18)
DOI https://doi.org/10.1016/j.compbiomed.2022.105333

Fully automatic detection and classification of phytoplankton specimens in digital microscopy images

Authors David Rivas-Villar, J. Rouco, M.G. Penedo, Rafael Carballeira, J. Novo
Journal Computer Methods and Programs in Biomedicine Vol. 200 Num. 105923 (pages 1 to 15)

Carotid Ultrasound Boundary Study (CUBS): An Open Multicenter Analysis of Computerized Intima-Media Thickness Measurement Systems and Their Clinical Impact

Authors Kristen M. Meiburger, Guillaume Zahnd, Francesco Faita, Christos P. Loizou, C. Carvalho, David A. Steinman, Lorenzo Gibello, Rosa Maria Bruno, Francesco Marzola, Ricarda Clarenbach, Martina Francesconi, Andew N. Nicolaides, A. Campilho, Reza Ghotbi, Efthyvoulos Kyriacou, Nassir Navab, Maura Griffin, Andrie G. Panayiotou, Rachele Gherardini, Gianfranco Varetto, Elisabetta Bianchini, Constantinos P. Pattichis, Lorenzo Ghiadoni, J. Rouco, Filippo Molinari
Journal ULTRASOUND IN MEDICINE AND BIOLOGY Vol. 47 Num. 8 (pages 2442 to 2455)
DOI https://doi.org/10.1016/j.ultrasmedbio.2021.03.022

Simultaneous segmentation and classification of the retinal arteries and veins from color fundus images

Authors J. Morano, Álvaro S. Hervella, Jorge Novo, J. Rouco
Journal ARTIFICIAL INTELLIGENCE IN MEDICINE Vol. 118 (pages 1 to 17)
DOI https://doi.org/10.1016/j.artmed.2021.102116

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

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

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

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

Intraretinal fluid pattern characterization in Optical Coherence Tomography images

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

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

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

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

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

Self-supervised multimodal reconstruction of retinal images over paired datasets

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

Automatic Detection of Fresh-water Phytoplankton Specimens in Conventional Microscopy Images

Authors David Rivas-Villar, J. Rouco, M G Penedo, Rafael Carballeira, J. Novo
Journal Sensors Vol. 20 Num. 22
DOI https://doi.org/10.3390/s20226704

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

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

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

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

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

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

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

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

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

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

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

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

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

Classification of breast cancer histology images using Convolutional Neural Networks

Authors T. Araújo, G. Aresta, E. Castro, J. Rouco, P. Aguiar, C. Eloy, A. Campilho
Journal PLOS ONE Vol. 12 Num. 6

Automatic Lumen Detection on Longitudinal Ultrasound B-Mode Images of the Carotid Using Phase Symmetry

Authors J. Rouco, Elsa Azevedo, A. Campilho
Journal Sensors Vol. 16 Num. 3

Optical Flow based approach for automatic cardiac cycle estimation in ultrasound images of the carotid

Authors T. Araújo, G. Aresta, J. Rouco, C. Ferreira, Elsa Azevedo, A. Campilho
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 9164 (pages 360 to 367)

Reliable lung segmentation methodology by including juxtapleural nodules

Authors J. Novo, J. Rouco, A. Mendonça, A. Campilho
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 8814 (pages 227 to 235)
DOI https://doi.org/10.1007/978-3-319-11755-3_26

On the automatic normalization of plaque regions in ultrasound images of the carotid

Authors J. Rouco, J. Novo, A. Campilho
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 8814 (pages 177 to 184)

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

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

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

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

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

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

Characterisation of feature points in eye fundus images

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

Characterisation of retinal feature points applied to a biometric system

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

Personal verification based on extraction and characterization of retinal feature points

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

Retinal verification using a feature points-based biometric pattern

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

Vascular landmark detection in retinal images

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

Handling topological changes in the Topological Active Volumes model

Authors Noelia Barreira Rodríguez, M G Penedo, Carmen Alonso Montes, J. Rouco
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 5112 (pages 122 to 131)

Macula precise localization using digital retinal angiographies

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

Certainty Measure of Pairwise Line Segment Perceptual Relations Using Fuzzy Logic

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

Conversion into Three-Dimensional Implicit Surface Representation from Topological Active Volumes Based Segmentation

Authors J. Rouco, Noelia Barreira Rodríguez, M G Penedo, Xosé M. Pardo López
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 3522 (pages 60 to 68)

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

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

Intraretinal Fluid Pattern Characterization

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

Automatic ECG Screening as a Supporting Tool on a Telemedicine Framework

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

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

Deep learning based novel anomaly detection methods for diabetic retinopathy screening

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

Deep Learning techniques for automated analysis and processing of high resolution medical imaging

Autor Álvaro Suárez Hervella
Director/s Jorge Novo Buján; José Rouco Maseda
Scope Facultad de Informática
Qualification Sobresaliente Cum Laude

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

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

Deep Features-based approaches for Phytoplankton Classification in Microscopy Images
18th International Conference on Computer Aided Systems Theory - Eurocast'22
International

Authors David Rivas-Villar, José Morano, J. Rouco, M.G. Penedo, Jorge Novo
Organization Universidad de Las Palmas de Gran Canaria (ULPGC)
Place Palmas de Gran Canaria, Las (España)

Impact of increased centerline weight on the joint segmentation and classification of arteries and veins in color fundus images
18th International Conference on Computer Aided Systems Theory - Eurocast'22
International

Authors José Morano, David Rivas-Villar, Álvaro S. Hervella, J. Rouco, Jorge Novo
Organization Universidad de Las Palmas de Gran Canaria (ULPGC)
Place Palmas de Gran Canaria, Las (España)

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

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

Deep Multi-Segmentation Approach for the Joint Classification and Segmentation of the Retinal Arterial and Venous Trees in Color Fundus Images
IV Congreso XoveTIC 2021
International

Authors José Morano, Álvaro S. Hervella, Jorge Novo, J. Rouco
Organization Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Place Coruña, A (España)
DOI https://doi.org/10.3390/engproc2021007022

Automatic Pipeline for Detection and Classification of Phytoplankton Specimens in Digital Microscopy Images of Freshwater Samples
IV Congreso XoveTIC 2021
International

Authors David Rivas-Villar, J. Rouco, Rafael Carballeira, Manuel G. Penedo, Jorge Novo
Organization Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Place Coruña, A (España)
DOI https://doi.org/10.3390/engproc2021007009

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

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

Multimodal Transfer Learning-based Approaches for Retinal Vascular Segmentation
24th European Conference on Artificial Intelligence (ECAI 2020)
International

Authors J. Morano, Álvaro S. Hervella, Noelia Barreira Rodríguez, Jorge Novo Buján, J. Rouco
Place Santiago de Compostela (España)
DOI https://doi.org/10.3233/faia200303

Enhancing the Retinal Blood Vessels Segmentation Through Self-supervised Pretraining
XOVETIC 2020
International

Authors J. Morano, Álvaro S. Hervella, Noelia Barreira Rodríguez, Jorge Novo Buján, J. Rouco
Organization Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Place Coruña, A (España)
DOI https://doi.org/10.3390/proceedings2020054044

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

A robust anisotropic edge detection method for carotid ultrasound image processing
Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22st International Conference
International

Authors J. Rouco, C. Carvalho, A. Domingues, Elsa Azevedo, A. Campilho
Organization kESS 2018
Place Belgrado (Serbia y Montenegro)

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

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

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

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

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)

Learning retinal patterns from multimodal images
XoveTIC 2018
Autonomous

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

Automatic 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 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)

Breast Cancer Histology Images Classification using Convolutional Neural Networks
Bioimaging 2015 - 4th International symposium in applied bioimaging: the pre clinical challenge in 3D
International

Authors E. Castro, G. Aresta, T. Araújo, J. Rouco, A. Campilho
Place Porto (Portugal)

Movement analysis of the human carotid wall on medical ultrasounds using an optical flow based approach
Bioimaging 2014 - 3rd International symposium in applied bioimaging: capturing life in a pixel
International

Authors G. Aresta, T. Araújo, J. Rouco, C. Ferreira, Elsa Azevedo, A. Campilho
Place Porto (Portugal)

Automatic measurement of atherosclerotic plaque burden in B-mode ultrasound images of the carotid
Bioimaging 2014 - 3rd International symposium in applied bioimaging: capturing life in a pixel
International

Authors M. Duarte, J. Rouco, C. Ferreira, Elsa Azevedo, J. Polónia, A. Campilho
Place Porto (Portugal)

Web system for medical history management and advanced data analysis
18th Meeting of European Society of Neurosonology and Cerebral Hemodynamics (ESNCH 2013) / 3rd Meeting of Cerebral Autoregulation Network (CARNet 2013)
International

Authors Noelia Barreira Rodríguez, Sonia González Vázquez, C. Ferreira, Elsa Azevedo, J. Rouco, Rui Rocha, Aurelio Campilho
Organization European Society of Neurosonology and Cerebral Hemodynamics
Place Porto (Portugal)

Robust Common Carotid Artery Lumen Detection in B-Mode Ultrasound Images Using Local Phase Symmetry
38th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2013)
International

Authors J. Rouco, A. Campilho
Place Vancouver (Canadá)

Heuristic disambiguation for symmetry-based lumen detection in B-mode ultrasound images of the carotid
Bioimaging 2013 - International symposium in applied bioimaging: from molecule to man
International

Authors J. Rouco, A. Campilho
Place Porto (Portugal)

Color video segmentation by dissimilarity based on edges
5th International Conference on Hybrid Artificial Intelligence Systems (HAIS 2010)
International

Authors Lucía Ramos, Jorge Novo Buján, J. Rouco, Antonio Mosquera González, M G Penedo
Place España

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

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

Texture description in local scale using texton histograms with universal dictionary
DICTA 2009, Digital image computing: techniques and applications
International

Authors J. Rouco, M G Penedo, Marcos Ortega Hortas, Antonio Mosquera González
Place Melbourne (Australia)

Vascular landmark detection in retinal images.
International Conference on Computer Aided Systems Theory Eurocast 2009
International

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

On the Improvement of the Topological Active Volumes model: A tetrahedral approach
VISAPP 2008 - 3rd International Conference on Computer Vision Theory and Applications
International

Authors Noelia Barreira Rodríguez, M G Penedo, Marcos Ortega Hortas, J. Rouco
Place Funchal, Madeira (Portugal)

Macula precise localization using digital retinal angiographies
11th WSEAS International Conference on COMPUTERS
International

Authors Cástor Mariño Pérez, Simón Pena Placer, M G Penedo, J. Rouco, José María Barja Pérez
Place Crete Island (Grecia)

Positions

Academic or management positions held by teacher.

Xunta da Facultade de Informática

PDI (Membros Natos)

From 25/10/2023.

Coordinadores/as Másteres Facultad de Informática

Visión por computador

From 01/10/2023.

Claustro

Restantes categorías de PDI

From 15/03/2023.

Consello do Departamento Ciencias da Computación e Tecnoloxías da Información

PDI (Membros Natos)

From 15/03/2023.

Comisión de Calidad de la Facultad de Informática

Vogal Coordinador de Título

From 22/05/2020.

Xunta da Facultade de Informática

Vocal PDI

From 15/03/2023 to 25/10/2023.

Coordinadores/as Másteres Facultad de Informática

From 01/10/2021 to 30/09/2023.

Consello do Departamento Ciencias da Computación e Tecnoloxías da Información

PDI (Membros Natos)

From 10/03/2021 to 14/03/2023.

Coordinadores/as Másteres Facultad de Informática