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 |
| 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 | |
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 | 4 |
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 4 |
|
Master's Dissertation
Master in Computer Vision
|
Compulsory | 0 | 12.5 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
| Advanced Machine Learning for Computer Vision | Compulsory | 0 | 7 |
| Advanced Medical Visualization | Optional | 0 | 11 |
| Audiovisual Data Analysis and Interpretation | Optional | 0 | 7 |
| Computer Vision | Optional | 0 | 21 |
| Final Year Dissertation. Mention in Computer Science | Compulsory | 0 | 8 |
| Image Description and Modeling | Compulsory | 0 | 7 |
| Image, Video and Audio Processing | Compulsory | 0 | 21 |
| Master's Dissertation | Compulsory | 0 | 6.67 |
| Master's Dissertation | Compulsory | 0 | 10 |
| Neuroengineering and Innovation in Neuroscience | Optional | 0 | 10.5 |
| Work Placement | Compulsory | 0 | 0 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Advanced Machine Learning for Computer Vision
Master in Computer Vision
|
Compulsory | 0 | 7 |
|
Advanced Medical Visualization
Master in Bioinformatics for Health Sciences
|
Optional | 0 | 11 |
|
Audiovisual Data Analysis and Interpretation
Degree in Data Science and Engineering
|
Optional | 0 | 7 |
|
Computer Vision
Degree in Computer Engineering
|
Optional | 0 | 21 |
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 20 |
|
Final Year Dissertation. Mention in Software Engineering
Degree in Computer Engineering
|
Compulsory | 0 | 4 |
|
Image Description and Modeling
Master in Computer Vision
|
Compulsory | 0 | 7 |
|
Image, Video and Audio Processing
Degree in Data Science and Engineering
|
Compulsory | 0 | 21 |
|
Master's Dissertation
Master in Bioinformatics for Health Sciences
|
Compulsory | 0 | 4 |
|
Neuroengineering and Innovation in Neuroscience
Master in Bioinformatics for Health Sciences
|
Optional | 0 | 10.5 |
|
Work Placement
Master in Computer Vision
|
Compulsory | 0 | 0 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Advanced Machine Learning for Computer Vision
Master in Computer Vision
|
Compulsory | 0 | 7 |
|
Advanced Medical Visualization
Master in Bioinformatics for Health Sciences
|
Optional | 0 | 11 |
|
Computer Vision
Degree in Computer Engineering
|
Optional | 0 | 21 |
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 16 |
|
Final Year Dissertation. Mention in Software Engineering
Degree in Computer Engineering
|
Compulsory | 0 | 4 |
|
Image Description and Modeling
Master in Computer Vision
|
Compulsory | 0 | 5 |
|
Image, Video and Audio Processing
Degree in Data Science and Engineering
|
Compulsory | 0 | 21 |
|
Neuroengineering and Innovation in Neuroscience
Master in Bioinformatics for Health Sciences
|
Optional | 0 | 10.5 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Advanced Image Processing and Analysis
Master in Computer Vision
|
Compulsory | 0 | 2 |
|
Advanced Machine Learning for Computer Vision
Master in Computer Vision
|
Compulsory | 0 | 18 |
|
Advanced Medical Visualization
Master in Bioinformatics for Health Sciences
|
Optional | 0 | 10 |
|
Analysis of Biomedical Images
Master in Bioinformatics for Health Sciences
|
Compulsory | 0 | 4 |
|
Computer Vision
Degree in Computer Engineering
|
Optional | 0 | 21 |
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 12 |
|
Image Description and Modeling
Master in Computer Vision
|
Compulsory | 0 | 7 |
|
Master's Dissertation
Master in Bioinformatics for Health Sciences
|
Compulsory | 0 | 4 |
|
Neuroengineering and Innovation in Neuroscience
Master in Bioinformatics for Health Sciences
|
Optional | 0 | 10.5 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Advanced Medical Visualization
Master in Bioinformatics for Health Sciences
|
Optional | 0 | 10 |
|
Analysis of Biomedical Images
Master in Bioinformatics for Health Sciences
|
Compulsory | 0 | 14 |
|
Computer Vision
Degree in Computer Engineering
|
Optional | 0 | 21 |
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 8 |
|
Human Machine Interfaces
Degree in Computer Engineering
|
Compulsory | 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
|
Core | 0 | 16 |
|
Neuroengineering and Innovation in Neuroscience
Master in Bioinformatics for Health Sciences
|
Optional | 0 | 10.5 |
Defined tutoring by teacher for 2023/2024 academic course.
| Quarter | Day | Site |
|---|---|---|
| 1st quarter |
Tuesday
11:00 a 13:00 |
Edificio Área Científica D1.05 |
| 1st quarter |
Wednesday
11:00 a 13:00 |
Edificio Área Científica D1.05 |
| 1st quarter |
Thursday
11:00 a 13:00 |
Edificio Área Científica D1.05 |
| 2nd quarter |
Tuesday
11:00 a 13:00 |
Edificio Área Científica D1.05 |
| 2nd quarter |
Wednesday
11:00 a 13:00 |
Edificio Área Científica D1.05 |
| 2nd quarter |
Thursday
11:00 a 13:00 |
Edificio Área Científica D1.05 |
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 |
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) |
Academic or management positions held by teacher.