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 | computer vision, image processing, pattern recognition, biomedical image analysis, machine learning, deep learning |
| Keywords | computer vision, image processing, pattern recognition, biomedical image analysis, machine learning, deep learning |
| Teaching merits evaluation | 1 five years period(s) |
| Research merits evaluation | 2 six years period(s) |
| Contacto | UDC directory |
| Orcid id0000-0002-0125-3064 ResearcherIDN-3366-2014 Scopus24475358600 | |
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 | 8 |
|
Master's Dissertation
Master's in Computer Engineering
|
Compulsory | 0 | 3.3 |
|
Master's Dissertation
Master in Bioinformatics for Health Sciences
|
Compulsory | 0 | 2.66666666666667 |
|
Master's Dissertation
Master in Computer Vision
|
Compulsory | 0 | 11 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
| Analysis of Biomedical Images | Compulsory | 0 | 6 |
| Audiovisual Data Analysis and Interpretation | Optional | 0 | 7 |
| Biomedical Image Analysis | Optional | 0 | 7 |
| Computer Vision | Optional | 0 | 21 |
| Final Year Dissertation. Mention in Computer Science | Compulsory | 0 | 22.6666666666667 |
| Final Year Dissertation. Mention in Information Technology | Compulsory | 0 | 5.33333333333333 |
| Final Year Dissertation. Mention in Software Engineering | Compulsory | 0 | 2.66666666666667 |
| Instrumentation and Processing for Biomedical Applications | Compulsory | 0 | 7 |
| Master's Dissertation | Compulsory | 0 | 6 |
| Master's Dissertation | Compulsory | 0 | 5 |
| Theoretical Computer Science | Optional | 0 | 14 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Analysis of Biomedical Images
Master in Bioinformatics for Health Sciences
|
Compulsory | 0 | 6 |
|
Audiovisual Data Analysis and Interpretation
Degree in Data Science and Engineering
|
Optional | 0 | 7 |
|
Biomedical Image Analysis
Master in Computer Vision
|
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 | 21.3333333333333 |
|
Final Year Dissertation. Mention in Software Engineering
Degree in Computer Engineering
|
Compulsory | 0 | 9.33333333333333 |
|
Instrumentation and Processing for Biomedical Applications
Master in Computer Vision
|
Compulsory | 0 | 7 |
|
Master's Dissertation
Master in Bioinformatics for Health Sciences
|
Compulsory | 0 | 12 |
|
Theoretical Computer Science
Degree in Computer Engineering
|
Optional | 0 | 16.5 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Analysis of Biomedical Images
Master in Bioinformatics for Health Sciences
|
Compulsory | 0 | 11 |
|
Biomedical Image Analysis
Master in Computer Vision
|
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 | 6.66 |
|
Final Year Dissertation. Mention in Software Engineering
Degree in Computer Engineering
|
Compulsory | 0 | 4 |
|
Instrumentation and Processing for Biomedical Applications
Master in Computer Vision
|
Compulsory | 0 | 7 |
|
Master's Dissertation
Master in Bioinformatics for Health Sciences
|
Compulsory | 0 | 4 |
|
Theoretical Computer Science
Degree in Computer Engineering
|
Optional | 0 | 26 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Analysis of Biomedical Images
Master in Bioinformatics for Health Sciences
|
Compulsory | 0 | 6 |
|
Biomedical Image Analysis
Master in Computer Vision
|
Optional | 0 | 5 |
|
Computer Vision
Degree in Computer Engineering
|
Optional | 0 | 2 |
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 8 |
|
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 | 2 |
|
Instrumentation and Processing for Biomedical Applications
Master in Computer Vision
|
Compulsory | 0 | 13 |
|
Master's Dissertation
Master in Bioinformatics for Health Sciences
|
Compulsory | 0 | 12 |
|
Theoretical Computer Science
Degree in Computer Engineering
|
Optional | 0 | 48 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Analysis of Biomedical Images
Master in Bioinformatics for Health Sciences
|
Compulsory | 0 | 18 |
|
Computer Vision
Degree in Computer Engineering
|
Optional | 0 | 16 |
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 8 |
|
Final Year Dissertation. Mention in Information Technology
Degree in Computer Engineering
|
Compulsory | 0 | 4 |
|
Human Machine Interfaces
Degree in Computer Engineering
|
Compulsory | 0 | 10 |
|
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 | 4 |
|
Master's Dissertation
Master in Bioinformatics for Health Sciences
|
Compulsory | 0 | 4 |
|
Theoretical Computer Science
Degree in Computer Engineering
|
Optional | 0 | 56 |
Defined tutoring by teacher for 2023/2024 academic course.
| Quarter | Day | Site |
|---|---|---|
| 1st quarter |
Tuesday
11:00 a 13:00 |
Edificio Área Científica, despacho 1.06 |
| 1st quarter |
Wednesday
11:00 a 13:00 |
Edificio Área Científica, despacho 1.06 |
| 1st quarter |
Thursday
11:00 a 13:00 |
Edificio Área Científica, despacho 1.06 |
| 2nd quarter |
Tuesday
11:00 a 13:00 |
Edificio Área Científica, despacho 1.06 |
| 2nd quarter |
Wednesday
10:30 a 12:30 |
Edificio Área Científica, despacho 1.06 |
| 2nd quarter |
Thursday
11:00 a 13:00 |
Edificio Área Científica, despacho 1.06 |
Directed or codirected by current teacher since 2013 year.
| Automatic detection and classification of neurodegenerative disease through retinal análisis in optical coherence tomography |
| Vision Transformers for the automatic diagnosis of diabetic retinopathy |
| Adaptable and scalable Deep Learning methodologies for image-based identity verification |
| Automatic detection and classification of glistenings in AS-OCT images using deep learning |
| Automatic segmentation of fluid regions associated with central serous chorioretinopathy using optical coherence tomography images |
| Deep Learning Approaches for Automated 3D Segmentation of Fluid Regions in CSCR Patients: An |
| Pk-Pharm: Platform tool for personalised drug dosing |
| Transfer learning techniques from stain-to-stain translation to cell nuclei segmentation in |
| CME multi-scale segmentation from OCT images |
| Player detection and tracking in sports scenes applying deep learning |
| Project management plaform for the iden.fica.on of phytoplankton samples |
| Tool for identification and 3D visualization of fluid associated with DMAE |
| Automatic extraction tool of biomarkers associated with ischemia in OCT-A images |
| Automatic system for the detection and recognition of phytoplankton in digital microscope imaging |
| Identification and characterization of pathological structures related to diabetic macular edema (DME). |
| Platform for computer aided diagnosis of macular edema in OCT eye fundus images |
| 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 |
Convenio de colaboración con la Fundación de Investigación HM Hospitales para el desarrollo del proyecto de i+d 'SARxCOV - Servicio Artificial en Rayos-X contra COVID' para actividades de investigación
| Funding entity | Fundación de Investigación HM Hospitales |
| Main researches | Marcos Ortega Hortas |
| Type | Contrato |
| Dates | From 24/05/2021 to 24/05/2023 |
Sensórica, cómputo y almacenamiento de alto rendimiento para soporte de tecnologías de inteligencia artificial y robótica de vehículos autónomos
| Funding entity | Ministerio de Ciencia, Innovación y Universidades |
| Main researches | Manuel González Penedo |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/01/2020 to 31/12/2020 |
Evaluación de pacientes con DMAE Húmeda mediante visión artificial (EDMAEVA)
| Funding entity | Instituto de Investigación sanitaria de Santiago de Compostela (IDIS) |
| Main researches | M. G. Penedo |
| Type | Contrato |
| Dates | From 01/02/2020 to 31/12/2020 |
CADIA- Desarrollo y validación de una metodología de detección y conteo de núcleos celulares en imágenes histopatológicas teñidas por hematoxilina y eosina y almacenadas en una estructura dicom wsi
| Funding entity | UTE VICOMTECH INYCOM |
| Main researches | Marcos Ortega Hortas, Jorge Novo Buján |
| Type | Contrato |
| Dates | From 22/01/2020 to 20/12/2020 |
Axudas para a consolidación e estruturación de unidades de investigación competitivas-GRC
| Funding entity | Consellería de Educación e Ordenación Universitaria |
| Main researches | González Penedo, F. Manuel |
| Type | Proyecto Programas Autonomicos |
| Dates | From 01/01/2020 to 31/12/2023 |
OCUEXPLORER
| Funding entity | Centro Internacional de Oftalmología Avanzada (CIOA) |
| Main researches | Marcos Ortega Hortas / Jorge Novo Buján |
| Type | Contrato |
| Dates | From 15/07/2020 to 15/07/2021 |
Ciencia e Enxeñería de datos para a avaliación, predición poboacional e personalizada da evolución da enfermidade COVID-19 (Ref. COV20/00604)
| Funding entity | Axencia Galega de Innovación |
| Main researches | Ricardo Cao Abad; Manuel Francisco González Penedo |
| Type | Proyecto Programas Autonomicos |
| Dates | From 01/11/2020 to 31/12/2022 |
CUANTIFICACION Y CARACTERIZACION COMPUTACIONAL DE IMAGEN MULTIMODAL OFTALMOLOGICA: ESTUDIOS EN ESCLEROSIS MULTIPLE
| Funding entity | Ministerio de Ciencia e Innovación |
| Main researches | Manuel González Penedo; José Rouco Maseda |
| Type | Proyecto Programas Nacionales |
| Dates | From 03/09/2020 to 31/12/2023 |
Inteligencia Artificial vs COVID-19: Avances en la detección, evaluación y seguimento
| Funding entity | Axencia Galega de Innovación |
| Main researches | Marcos Ortega Hortas |
| Type | Proyecto Programas Autonomicos |
| Dates | From 01/11/2020 to 31/12/2022 |
Plataforma online para prevención y detección precoz de enfermedad vascular mediante análisis automatizado de información e imagen clínica
| Funding entity | Instituto de Salud Carlos III (ISCIII) |
| Main researches | Marcos Ortega |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/01/2019 to 31/12/2020 |
Desarrollo de tecnologías inteligentes para diagnóstico de la DMAE basadas en el análisis automático de nuevas modalidades heterogéneas de adquisición de imagen oftalmológica
| Funding entity | Ministerio de Ciencia, Innovación y Universidades |
| Main researches | Marcos Ortega Hortas / Enrique Javier Carmona Suárez |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/01/2019 to 31/12/2022 |
Adquisición de Licencias Software
| Funding entity | Fundación Instituto de Investigación Sanitaria (FIDIS) |
| Main researches | Manuel G. Penedo |
| Type | Contrato |
| Dates | From 01/03/2019 to 31/12/2020 |
Plataforma tecnológica de inteligencia de negocio para mejora del posicionamiento en canal híbrido (BIPLATFORM)
| Funding entity | Servicios Reunidos Externalización SL |
| Main researches | Noelia Barreira |
| Type | Contrato |
| Dates | From 04/03/2019 to 30/09/2021 |
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 |
Desarrollo de modelos predictivos de la conectividad funcional de poblaciones amenazadas en Zonas de Especial Conservación de la red Natura 2000
| Funding entity | Ministerio para la Transición Ecológica |
| Main researches | Horacio Naveira Fachal |
| Type | Proyecto Programas Nacionales |
| Dates | From 28/06/2018 to 31/05/2019 |
Infraestructura para la optimización de recursos de cómputo orientada a proyectos de análisis de datos masivos y securización de sistemas y redes para el Centro de Investigación en TIC (CITIC)
| Funding entity | Ministerio de Ciencia, Innovación y Universidades |
| Main researches | Manuel González Penedo |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/01/2018 to 31/12/2019 |
Mejoras en la gestión integral sostenible de los arribazones de macroalgas que afectan a los bancos marisqueros
| Funding entity | Cofradía de Pescadores "Virxen do Carmen" de Rianxo (A Coruña) |
| Main researches | Manuel F. González Penedo y Javier Cremades Ugarte |
| Type | Contrato |
| Dates | From 10/11/2018 to 31/12/2019 |
Mejoras en la gestión integral sostenible de los arribazones de macroalgas que afectan a los bancos marisqueros
| Funding entity | Cofradía de Pescadores "A Pastoriza" de Vilanova de Arousa (Pontevedra) |
| Main researches | Manuel F. González Penedo y Javier Cremades Ugarte |
| Type | Contrato |
| Dates | From 01/10/2018 to 31/12/2019 |
Análisis de AVR en imagen de retina (AVIR)
| Funding entity | INSTITUTO UNIVERSITARIO DE INVESTIGACIÓN EN ATENCIÓN PRIMARIA IDIAP |
| Main researches | Manuel González Penedo |
| Type | Contrato |
| Dates | From 15/07/2018 to 15/01/2020 |
DESARROLLO DE HERRAMIENTA PATRÓN DE IMÁGENES
| Funding entity | ESPAI DE PRODUCCIÓ I ELECTRÓNICA SL |
| Main researches | Marcos Ortega Hortas |
| Type | Contrato |
| Dates | From 20/09/2018 to 20/11/2018 |
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 |
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 |
Análisis de Retina Arteria Vena (AIRAV)
| Funding entity | Instituto de Investigación Respira |
| Main researches | Manuel G. Penedo |
| Type | Contrato |
| Dates | From 26/12/2018 to 31/12/2019 |
Axudas para a consolidación e estruturación de unidades de investigación competitivas-GRC
| Funding entity | Consellería de Cultura, Educación e Ordenación Universitaria |
| Main researches | Manuel Francisco González Penedo |
| Type | Proyecto Programas Autonomicos |
| Dates | From 01/01/2017 to 31/12/2019 |
Red de investigación IEMath-Galicia
| Funding entity | Xunta de Galicia |
| Main researches | Juan José Nieto Roig |
| Type | Proyecto Programas Autonomicos |
| Dates | From 01/01/2017 to 31/12/2018 |
PLICAS - Protototipo para localizar e identificar productos en fotografías de lineales
| Funding entity | Servicios Reunidos Externalización SL |
| Main researches | Noelia Barreira Rodríguez |
| Type | Contrato |
| Dates | From 26/04/2017 to 26/12/2017 |
I3AUPA- Innovación para Integrar la Información de forma Automática en los Puntos de ventA.
| Funding entity | Servicios Reunidos Externalización SL |
| Main researches | Noelia Barreira Rodríguez |
| Type | Contrato |
| Dates | From 30/10/2017 to 30/11/2018 |
PLACES-Plataforma para el conocimiento estratégico de stakeholders: distribuidores y consumidores.
| Funding entity | Servicios Reunidos Externalización SL |
| Main researches | Noelia Barreira Rodríguez |
| Type | Contrato |
| Dates | From 01/03/2016 to 31/10/2016 |
Desarrollo de recursos educativos digitales para la enseñanza de Física-Química, Biología-Geología y Tecnología en Educación Primaria Obligatoria, Secundaria Obligatoria y Bachillerato
| Funding entity | FUNDACIÓN ESPAÑOLA PARA A CIENCIA E A TECNOLOXÍA |
| Main researches | Carmen Bao Varela |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/01/2016 to 31/12/2016 |
SIRIUS - Sistema de análisis de microcirculación retiniana: evaluación multidisciplinar e integración en protocolos clínicos
| Funding entity | Instituto de Salud Carlos III (ISCIII) |
| Main researches | Marcos Ortega Hortas |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/01/2016 to 31/12/2017 |
LNDetector. Automatic Detection, Segmentation and Classification of Pulmonary Nodules System in Computed Tomography Images
| Funding entity | Ministério da Ciência, Tecnologia e Ensino Superior, Fundação para a Ciência e Tecnologia (FCT) |
| Main researches | Aurélio Campilho |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/06/2016 to 31/05/2019 |
ETHiC. Efficient Thermas Comfort
| Funding entity | Arce Clima Sistemas y Aplicaciones S.L. |
| Main researches | Laura Milagros Castro Souto y Jorge Novo Buján |
| Type | Contrato |
| Dates | From 01/03/2016 to 01/07/2016 |
IDENTIFICACION Y CARACTERIZACION DEL EDEMA MACULAR DIABETICO MEDIANTE ANALISIS AUTOMATICO DE TOMOGRAFIAS DE COHERENCIA OPTICA Y TECNICAS DE APRENDIZAJE MAQUINA
| Funding entity | Ministerio de Economía y Competitividad |
| Main researches | Manuel González Penedo; Noelia Barreira |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/01/2016 to 31/12/2019 |
Equipamiento para desarrollo de proyectos de Big Data y Computación de Altas Prestaciones para el Centro de Investigación en TIC (CITIC)
| Funding entity | Ministerio de Economía y Competitividad (MINECO) |
| Main researches | Manuel González Penedo |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/01/2016 to 30/06/2018 |
OFTARED. Prevención, detección precoz, tratamiento y rehabilitación de las patologías oculares
| Funding entity | Instituto de Salud Carlos III (ISCIII) |
| Main researches | Francisco González García |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/01/2016 to 31/12/2020 |
Desarrollo de una plataforma inteligente de telecardiología
| Funding entity | eDiagnostic, Clínica Virtual de Especialidades Médicas, S.L. |
| Main researches | Marcos Ortega Hortas |
| Type | Contrato |
| Dates | From 19/05/2016 to 31/12/2018 |
Asistencia técnica en tecnologías informáticas para modernización y actualización de plataforma de telemedicina
| Funding entity | eDiagnostic, Clínica Virtual de Especialidades Médicas, S.L. |
| Main researches | Marcos Ortega Hortas |
| Type | Contrato |
| Dates | From 19/05/2016 to 31/01/2017 |
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 |
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 |
Airport Pavement Index Assessment (APIA)
| Funding entity | Centro para el Desarrollo Tecnológico e Industrial (CDTI) |
| Main researches | Óscar Fontenla Romero y Noelia Barreira Rodríguez |
| Type | Proyecto Programas Nacionales |
| Dates | From 30/06/2015 to 31/12/2017 |
Smartport. Puerto de A Coruña. Puerto Inteligente. Subsistema de seguimiento y localización.
| Funding entity | Agata Technology SL |
| Main researches | Marcos Ortega Hortas |
| Type | Contrato |
| Dates | From 01/07/2015 to 31/12/2016 |
Smartviport. Puerto de Vigo. Subsistema de visión artificial y reconocimiento de patrones.
| Funding entity | Agata Technology SL |
| Main researches | Marcos Ortega Hortas |
| Type | Contrato |
| Dates | From 01/07/2015 to 31/12/2016 |
Desarrollo de un sistema automático para el cálculo y visualización de propiedades anatómicas de la retina en SD-OCT y su correlación con análisis funcionales heterogéneos de la visión
| Funding entity | Instituto de Salud Carlos III (ISCIII) |
| Main researches | Marcos Ortega Hortas |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/01/2015 to 31/12/2017 |
MICROANEURISMAS. Estudio y desarrollo de una metodología para la detección automática de microaneurismas en retinografías digitales.
| Funding entity | Ulma Innovación S.L. |
| Main researches | Marcos Ortega Hortas |
| Type | Contrato |
| Dates | From 20/09/2015 to 19/12/2015 |
Red de Investigación IEMath-Galicia
| Funding entity | Consellería de Cultura, Educación e Ordenación Universitaria |
| Main researches | Juan José Nieto Roig |
| Type | Proyecto Programas Autonomicos |
| Dates | From 01/01/2014 to 31/12/2015 |
Análisis automático de imágenes de fondo de ojo asociadas a diferentes patologías
| Funding entity | Institut d'Assistència Sanitaria (IAS) |
| Main researches | Manuel González Penedo |
| Type | Contrato |
| Dates | From 02/05/2013 to 31/12/2014 |
iDEAS: Dry Eye Assessment System
| Funding entity | Universidade da Coruña, por la contratación de servicios externos del proyecto PI10/00578 del Instituto de Salud Carlos III. |
| Main researches | Manuel Francisco González Penedo |
| Type | Contrato |
| Dates | From 28/02/2013 to 30/08/2013 |
Desarrollo de una aplicación de escritorio para la adquisición de videos de película lacrimal y acceso a la plataforma IDEAS
| Funding entity | Universidade da Coruña, por la contratación de servicios externos del proyecto PI10/00578 del Instituto de Salud Carlos III. |
| Main researches | Manuel Francisco González Penedo |
| Type | Contrato |
| Dates | From 04/09/2013 to 31/12/2013 |
Ayuda para la consolidación y estructuración de unidades de investigación competitivas del Sistema universitario de Galicia - Modalidad de grupos con potencial crecimiento.
| Funding entity | Xunta de Galicia |
| Main researches | Manuel Francisco González Penedo |
| Type | Proyecto Programas Autonomicos |
| Dates | From 01/01/2013 to 30/11/2015 |
ANÁLISIS AUTOMÁTICO DE IMÁGENES DE RETINA Y CARÓTIDA: CORRELACIÓN ENTRE MICROCIRCULACIÓN RETINIANA Y MACROCIRCULACIÓN CEREBRO-VASCULAR
| Funding entity | Ministerio de Economía y Competitividad |
| Main researches | Manuel Francisco González Penedo |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/01/2012 to 31/12/2014 |
Ayudas para la consolidación y estructuración de unidades de investigación competitiva. Modalidad de agrupaciones estratégicas (CITIC)
| Funding entity | Xunta de Galicia |
| Main researches | Ricardo Cao Abad |
| Type | Proyecto Programas Autonomicos |
| Dates | From 01/01/2012 to 31/12/2013 |
Optimización evolutiva de procesos emergentes modelados con técnicas de vida artificial
| Funding entity | Ministerio de Economía y Competitividad |
| Main researches | José Santos Reyes |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/01/2012 to 31/12/2013 |
Rede IEMath-Galicia (Programa de Consolidación y estructuración de unidades de investigación competitivas).
| Funding entity | Xunta de Galicia |
| Main researches | Juan José Nieto Roig |
| Type | Proyecto Programas Autonomicos |
| Dates | From 01/01/2012 to 30/11/2013 |
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 |
Licencias y adquisición de software para el proyecto de investigación RELACIÓN ENTRE MICROCIRCULACIÓN RETINIANA E MICROCIRCULACIÓN CEREBRAL
| Funding entity | FUNDACIÓN PARA LA INVESTIGACIÓN, EL DESARROLLO Y LA INNOVACIÓN DEL COMPLEXO HOSPITALARIO DE SANTIAGO (IDICHUS) |
| Main researches | Marcos Ortega Hortas |
| Type | Contrato |
| Dates | From 01/10/2011 to 30/11/2011 |
Desarrollo de un sistema de detección automática del área macular (Proyecto nacional ISCIII EC07/90687).
| Funding entity | CITIC-IDICHUS |
| Main researches | Manuel Francisco González Penedo |
| Type | Contrato |
| Dates | From 13/10/2010 to 12/04/2011 |
Colaboración relativa a la cesión de Software desarrollado para la detección automática del área macular en imágenes de fondo de ojo
| Funding entity | CITIC-IDICHUS |
| Main researches | Marcos Ortega Hortas |
| Type | Contrato |
| Dates | From 20/12/2010 to 20/06/2011 |
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 |
Ayuda para la consolidación y estructuración de unidades de investigación competitivas del Sistema universitario de Galicia, modalidad de agrupaciones estratégicas
| Funding entity | Xunta de Galicia. |
| Main researches | Victor Manuel Gulías Fernández |
| Type | Proyecto Programas Autonomicos |
| Dates | From 01/01/2008 to 31/12/2010 |
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 |
REGACA (Rede galega de álxebra, computación e aplicacións)
| Funding entity | CONSELLERÍA DE INNOVACIÓN, INDUSTRIA E COMERCIO |
| Main researches | MANUEL EULOGIO LADRA GONZALEZ |
| Type | Proyecto Programas Autonomicos |
| Dates | From 01/01/2004 to 31/12/2012 |
Herramienta para el registro de retinografías mediante detección de cruces y bifurcaciones en vasos sanguíneos RReCruBi
| Type | Software Registrado |
| Entity | Universidade da Coruña (UDC) |
| Authors | Marcos Ortega Hortas, Jorge Novo Buján, J. Rouco, Álvaro S. Hervella, David Rivas-Villar |
| Application date | 31/03/2022 |
Herramienta para la visualización intuitiva de la afectación pulmonar en pacientes de COVID-19 sobre radiología torácica. PORT-COVID-NET
| Type | Software Registrado |
| Entity | Universidade da Coruña (UDC) |
| Authors | Marcos Ortega Hortas, Jorge Novo Buján, J. Rouco, Joaquim de Moura, Plácido L. Vidal, D. I. Morís |
| Application date | 31/03/2022 |
Herramienta de caracterización y análisis de fluido en imágenes OCT de retina (CAFIR)
| Type | Software Registrado |
| Entity | |
| Authors | M G Penedo, M. Ortega, J. Novo, J. Rouco, J. de Moura, P. L. Vidal |
| Application date | 31/03/2022 |
| Approval date | 31/03/2022 |
Herramienta web para el análisis automático de imagen radiológica de tórax (XRay4COVID)
| Type | Software Registrado |
| Entity | |
| Authors | M. Ortega, J. Novo, J. Rouco, J. de Moura, L. Ramos |
| Application date | 31/03/2022 |
| Approval date | 31/03/2022 |
Herramienta para el cribado automático de COVID-19 en radiografías de tórax (COVID-SCREENING)
| Type | Software Registrado |
| Entity | |
| Authors | M. Ortega, J. Novo, J. Rouco, J. de Moura, P. L. Vidal, D. I. Morís |
| Application date | 31/03/2022 |
| Approval date | 31/03/2022 |
Herramienta para la evaluación de riesgo de patología retiniana usando retinografía. RETINA-RISK
| Type | Software Registrado |
| Entity | Universidade da Coruña |
| Authors | M. Ortega, J. Novo, J. Rouco, M.G. Penedo, A. S. Hervella |
| Application date | 31/03/2022 |
Herramienta para la visualización en 3D de acumulaciones de líquido asociadas a la degeneración macular en cubos OCT
| Type | Software Registrado |
| Entity | Universidade da Coruña |
| Authors | Manuel G. Penedo, Noelia Barreira Rodríguez, Jorge Novo, J. Rouco, Marcos Ortega, Emilio López-Varela, Plácido L. Vidal |
| Application date | 31/03/2022 |
HSAVSR. Herramienta para la segmentación de arterias y venas y vasos sanguíneos en retinografía
| Type | Software Registrado |
| Entity | Universidade da Coruña |
| Authors | Marcos Ortega Hortas, Jorge Novo Buján, J. Rouco, Álvaro S. Hervella, José Morano |
| Application date | 31/03/2022 |
| Approval date | 31/03/2022 |
Herramienta para realizar cribado de DME en imágenes OCT. -OCT-CRIBADO
| Type | Software Registrado |
| Entity | Universidade da Coruña (UDC) |
| Authors | M.G. Penedo, M Ortega, Noelia Barreira Rodríguez, J. Novo, J. Rouco, J. de Moura, M. Díaz González, Plácido L. Vidal |
| Application date | 06/02/2020 |
Herramienta para la detección de landmarks vasculares en retinografía usando redes neuronales. RETINA DEEP - LANDMARKS
| Type | Software Registrado |
| Entity | Universidade da Coruña (UDC) |
| Authors | M.G. Penedo, M Ortega, N. Barreira, J. Novo, J. Rouco, A. S. Hervella |
| Application date | 06/02/2020 |
Herramienta para la identificación y caracterización de edema macular en imágenes OCT. -HAICEM OCT
| Type | Software Registrado |
| Entity | Universidade da Coruña (UDC) |
| Authors | M.G. Penedo, M Ortega, Noelia Barreira Rodríguez, J. Novo, J. Rouco, J. de Moura, M. Díaz González, Plácido L. Vidal |
| Application date | 06/02/2020 |
Herramienta para la extracción automática de zonas isquémicas en imágenes OCTA. -OCTA-ISQ
| Type | Software Registrado |
| Entity | Universidade da Coruña (UDC) |
| Authors | M.G. Penedo, M Ortega, Noelia Barreira Rodríguez, J. Novo, J. Rouco, M. Díaz González |
| Application date | 06/02/2020 |
Herramienta para la identificación y visualización de regiones con edema macular diabético. -IVIRE-EMD
| Type | Software Registrado |
| Entity | Universidade da Coruña |
| Authors | M.G. Penedo, M Ortega, Noelia Barreira Rodríguez, J. Novo, J. Rouco, Plácido L. Vidal, Iago Otero |
| Application date | 06/02/2020 |
Sistema distribuido para el análisis de imágenes médicas-MIDAS
| Type | Software Registrado |
| Entity | Universidade da Coruña |
| Authors | M.G. Penedo, M Ortega, Noelia Barreira Rodríguez, J. Novo, J. Rouco, Plácido L. Vidal |
| Application date | 06/02/2020 |
Herramienta para la estimación de la agudeza visual en imágenes OCTA.- OCTA-AV
| Type | Software Registrado |
| Entity | Universidade da Coruña |
| Authors | M.G. Penedo, M Ortega, Noelia Barreira Rodríguez, J. Novo, J. Rouco, M. Díaz González |
| Application date | 06/02/2020 |
Herramienta para la segmentación de estructuras vasculares en retinografía usando redes neuronales.-RETINA-DEEP-VASOS
| Type | Software Registrado |
| Entity | Universidade da Coruña |
| Authors | M.G. Penedo, M Ortega, Noelia Barreira Rodríguez, J. Novo, J. Rouco, A. S. Hervella, L. Ramos |
| Application date | 06/02/2020 |
Herramienta para la medición automática de la tortuosidad vascular en imágenes de retina usando propiedades anatómicas
| Type | Software Registrado |
| Entity | Universidade da Coruña |
| Authors | M.G. Penedo, M Ortega, Noelia Barreira Rodríguez, J. Novo, J. Rouco, A. S. Hervella, L. Ramos |
| Application date | 06/02/2020 |
Aplicación Gráfica para el manejo de parámetros biomédicos en imágenes oftalmológicas de tipo Angio OCT
| Type | Software Registrado |
| Entity | Universidade da Coruña (UDC) |
| Authors | Marcos Ortega Hortas, Noelia Barreira Rodríguez, Jorge Novo Buján, M G Penedo, J. Rouco, M. Díaz González |
| Application date | 20/03/2018 |
| Approval date | 20/03/2018 |
Herramienta para el cálculo de la densidad vascular en imágenes oftalmológicas de tipo Angio OCT
| Type | Software Registrado |
| Entity | Universidade da Coruña (UDC) |
| Authors | M Ortega, Noelia Barreira Rodríguez, Jorge Novo Buján, M G Penedo, J. Rouco, M. Díaz González |
| Application date | 20/03/2018 |
| Approval date | 20/03/2018 |
Herramienta para el cálculo de la ZAF en imágenes oftalmológicas de tipo Angio OCT
| Type | Software Registrado |
| Entity | Universidade da Coruña (UDC) |
| Authors | Marcos Ortega Hortas, N. Barreira, M G Penedo, J. Rouco, Jorge Novo Buján, M. Díaz González |
| Application date | 20/03/2018 |
| Approval date | 25/04/2018 |
Herramienta para la Identificación Automática de las Regiones quísticas de la Retina en imágenes de Tomografía de Coherencia Óptica
| Type | Software Registrado |
| Entity | Universidade da Coruña (UDC) |
| Authors | M G Penedo, Marcos Ortega Hortas, N. Barreira, Jorge Novo Buján, J. Rouco, J. de Moura, Plácido L. Vidal |
| Application date | 24/10/2017 |
| Approval date | 12/01/2018 |
Herramienta para el análisis y visualización automática de los mapas de densidad de los fotorreceptores de la retina en imágenes de Tomografía de Coherenci Óptica
| Type | Software Registrado |
| Entity | Universidade da Coruña (UDC) |
| Authors | M G Penedo, Marcos Ortega Hortas, N. Barreira, J. Novo, J. Rouco, J. de Moura, D. Otero |
| Application date | 24/10/2017 |
| Approval date | 12/01/2018 |
Herramienta para la segmentación automática de las capas de la retina en imágenes de Tomografía de Coherencia Óptica
| Type | Software Registrado |
| Entity | Universidade da Coruña (UDC) |
| Authors | M G Penedo, Marcos Ortega Hortas, Noelia Barreira Rodríguez, Jorge Novo Buján, J. Rouco, J. de Moura, L. Sánchez |
| Application date | 24/10/2017 |
| Approval date | 12/01/2018 |
Herramienta para la detección automática y visualización de la membrana epirretiniana en imágenes de OCT
| Type | Software Registrado |
| Entity | Universidade da Coruña (UDC) |
| Authors | M G Penedo, M Ortega, N. Barreira, Jorge Novo, J. Rouco, J. de Moura, Sergio Baamonde |
| Application date | 24/10/2017 |
| Approval date | 12/01/2018 |
Herramienta para la detección automática de la estructura vascular en imágenes de tomografía de coherencia óptica
| Type | Software Registrado |
| Entity | Universidade da Coruña (UDC) |
| Authors | M G Penedo, M Ortega, Noelia Barreira Rodríguez, Jorge Novo, J. Rouco, J. de Moura |
| Application date | 24/10/2017 |
| Approval date | 12/01/2018 |
Herramienta para el cálculo automático de la curvatura vascular
| Type | Software Registrado |
| Entity | |
| Authors | M.G. Penedo, Marcos Ortega Hortas, Noelia Barreira Rodríguez, Beatriz Remeseiro, Jorge Novo Buján, Brais Cancela Barizo, Alba Fernández Arias, Ana González López |
| Application date | 27/05/2015 |
Herramienta para el seguimiento automático de puntos rojos en retinografías
| Type | Software Registrado |
| Entity | |
| Authors | M.G. Penedo, Marcos Ortega Hortas, Noelia Barreira Rodríguez, Beatriz Remeseiro, Jorge Novo Buján, Brais Cancela Barizo, Alba Fernández Arias, Luisa Sánchez Brea, Ana González López |
| Application date | 27/05/2015 |
Herramienta para la detección automática de puntos rojos en retinografía
| Type | Software Registrado |
| Entity | |
| Authors | M.G. Penedo, Marcos Ortega Hortas, Noelia Barreira Rodríguez, Beatriz Remeseiro, Jorge Novo Buján, Brais Cancela Barizo, Alba Fernández Arias, Luisa Sánchez Brea, Ana González López |
| Application date | 27/05/2015 |
Herramienta para la estratificación del riesgo de hipertensión
| Type | Software Registrado |
| Entity | Universidade da Coruña (UDC) |
| Authors | M.G. Penedo, Noelia Barreira Rodríguez, Marcos Ortega Hortas, L. Ramos, Jorge Novo Buján |
| Application date | 12/11/2013 |
| Approval date | 02/01/2014 |
Herramienta para cálculo automático del índice arterio-venoso ("Caviar")
| Type | Software Registrado |
| Entity | Universidade da Coruña (UDC) |
| Authors | M.G. Penedo, Marcos Ortega Hortas, Noelia Barreira Rodríguez, Sonia González Vázquez, Jorge Novo Buján, Brais Cancela |
| Application date | 08/07/2013 |
| Approval date | 05/11/2013 |
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 |
A new generative approach for optical coherence tomography data scarcity: unpaired mutual conversion between scanning presets
| Authors | M. Gende, J. de Moura, J. Novo, M G Penedo, M. Ortega |
| Journal | MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING |
| DOI | https://doi.org/10.1007/s11517-022-02742-6 |
Multivendor fully-automatic uncertainty management approaches for the intuitive representation of DME fluid accumulations in OCT images
| Authors | P. L. Vidal, J. de Moura, J. Novo, M. Ortega |
| Journal | MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING (pages 1 to 16) |
| DOI | https://doi.org/10.1007/s11517-022-02765-z, |
Weakly-supervised detection of AMD-related lesions in color fundus images using explainable deep learning
| Authors | José Morano, A. S. Hervella, J. Rouco, Jorge Novo, José Ignacio Fernández-Vigo, Marcos Ortega |
| Journal | Computer Methods and Programs in Biomedicine Vol. 229 (pages 1 to 20) |
| DOI | https://doi.org/10.1016/j.cmpb.2022.107296 |
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 approaches for the joint epiretinal membrane segmentation and screening in OCT images
| Authors | M. Gende, J. de Moura, J. Novo, M. Ortega |
| Journal | COMPUTERIZED MEDICAL IMAGING AND GRAPHICS Vol. 98 (pages 102068 to 102081) |
| DOI | https://doi.org/10.1016/j.compmedimag.2022.102068 |
Early changes in choriocapillaris flow voids as an efficacy biomarker of photodynamic therapy in central serous chorioretinopathy
| Authors | José Ignacio Fernández-Vigo, Francisco Javier Moreno-Morillo, Marcos Ortega Hortas, Emilio López-Varela, Jorge Novo Buján, Bárbara Burgos-Blasco, Lorenzo López Guajardo, Julián García-Feijóo, Juan Donate López |
| Journal | Photodiagnosis and Photodynamic Therapy Vol. 38 (pages 102862 to 102862102862) |
| DOI | https://doi.org/10.1016/j.pdpdt.2022.102862 |
Fully-automatic 3D intuitive visualization of Age-related Macular degeneration fluid accumulations in OCT cubes
| Authors | Emilio López-Varela, Plácido L. Vidal, Nuria Olivier Pascual, Jorge Novo Buján, Marcos Ortega Hortas |
| Journal | JOURNAL OF DIGITAL IMAGING (pages 1 to 12) |
| DOI | https://doi.org/10.1007/s10278-022-00643-6 |
Fully automatic deep convolutional approaches for the analysis of COVID-19 using chest X-ray images
| Authors | Joaquim de Moura, Jorge Novo, Marcos Ortega |
| Journal | Applied Soft Computing Vol. 115 (pages 108190 to 108190) |
| DOI | https://doi.org/10.1016/j.asoc.2021.108190 |
End-to-end multi-task learning for simultaneous optic disc and cup segmentation and glaucoma classification in eye fundus images
| Authors | Álvaro S. Hervella, J. Rouco, J. Novo, M. Ortega |
| Journal | Applied Soft Computing Vol. 116 (pages 1 to 13) |
| DOI | https://doi.org/10.1016/j.asoc.2021.108347 |
Retinal microaneurysm detection using adversarial pre-training with unlabeled multimodal images
| Authors | Álvaro S. Hervella, J. Rouco, J. Novo, M. Ortega |
| Journal | Information Fusion Vol. 79 (pages 146 to 161) |
| DOI | https://doi.org/10.1016/j.inffus.2021.10.003 |
Does imbalance in chest X-ray datasets produce biased deep learning approaches for COVID-19 screening?
| Authors | L. Álvarez-Rodríguez, J. de Moura, J. Novo, M. Ortega |
| Journal | BMC Medical Research Methodology Vol. 22 |
| DOI | https://doi.org/10.1186/s12874-022-01578-w |
Multimodal image encoding pre-training for diabetic retinopathy grading
| Authors | A. S. Hervella, J. Rouco, J. Novo, M. Ortega |
| Journal | COMPUTERS IN BIOLOGY AND MEDICINE Vol. 143 (pages 1 to 14) |
| DOI | https://doi.org/10.1016/j.compbiomed.2022.105302 |
Prediction of the response to photodynamic therapy in patients with chronic central serous chorioretinopathy based on optical coherence tomography using deep learning
| Authors | J. I. Fernández-Vigo, V. Calleja, J. de Moura, J. Novo, B. Burgos-Blasco, Lorenzo López Guajardo, Juan Donate López, M. Ortega |
| Journal | Photodiagnosis and Photodynamic Therapy Vol. 40 |
| DOI | https://doi.org/10.1016/j.pdpdt.2022.103107 |
Image-to-image translation with Generative Adversarial Networks via retinal masks for realistic Optical Coherence Tomography imaging of Diabetic Macular Edema disorders
| Authors | Plácido L. Vidal, Joaquim de Moura, Jorge Novo Buján, Manuel G. Penedo, Marcos Ortega |
| Journal | Biomedical Signal Processing and Control Vol. 79 |
| DOI | https://doi.org/10.1016/j.bspc.2022.104098 |
Unsupervised contrastive unpaired image generation approach for improving tuberculosis screening using chest X-ray images
| Authors | D. I. Morís, J. de Moura, J. Novo, M. Ortega |
| Journal | PATTERN RECOGNITION LETTERS Vol. 164 (pages 60 to 66) |
| DOI | https://doi.org/10.1016/j.patrec.2022.10.026 |
Repeatability of choriocapillaris flow voids by optical coherence tomography angiography in central serous chorioretinopathy
| Authors | José Ignacio Fernández-Vigo, Francisco Javier Moreno-Morillo, Emilio López-Varela, Jorge Novo Buján, Marcos Ortega Hortas, Bárbara Burgos-Blasco, Lorenzo López Guajardo, Juan Donate López |
| Journal | PLOS ONE Vol. 17 (pages 1 to 14) |
| DOI | https://doi.org/10.1371/journal.pone.0279243 |
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) |
Multi-stage transfer learning for lung segmentation using portable X-ray devices for patients with COVID-19
| Authors | Plácido L. Vidal, J. de Moura, Jorge Novo Buján, Marcos Ortega Hortas |
| Journal | Expert Systems with Applications Vol. 173 (pages 114677 to 114677) |
| DOI | https://doi.org/10.1016/j.eswa.2021.114677 |
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 |
Automatic Segmentation and Intuitive Visualisation of the Epiretinal Membrane in 3D OCT Images Using Deep Convolutional Approaches
| Authors | M. Gende, J. de Moura, J. Novo, P. Charlón, M Ortega |
| Journal | IEEE Access Vol. 9 (pages 75993 to 76004) |
| DOI | https://doi.org/10.1109/access.2021.3082638 |
Data augmentation approaches using cycle-consistent adversarial networks for improving COVID-19 screening in portable chest X-ray images
| Authors | D. I. Morís, J. de Moura, J. Novo, M. Ortega |
| Journal | Expert Systems with Applications Vol. 185 (pages 115681 to 115681) |
| DOI | https://doi.org/10.1016/j.eswa.2021.115681 |
Self-supervised multimodal reconstruction pre-training for retinal computer-aided diagnosis
| Authors | Álvaro S. Hervella, J. Rouco, Jorge Novo Buján, Marcos Ortega Hortas |
| Journal | Expert Systems with Applications Vol. 185 |
| DOI | https://doi.org/10.1016/j.eswa.2021.115598 |
Feature definition and comprehensive analysis on the robust identification of intraretinal cystoid regions using Optical Coherence Tomography images
| Authors | J. de Moura, Plácido L. Vidal, J. Novo, J. Rouco, M G Penedo, M Ortega |
| Journal | PATTERN ANALYSIS AND APPLICATIONS (pages 1 to 15) |
Robust multimodal registration of fluorescein angiography and opticalcoherence tomography angiography images using evolutionary algorithms
| Authors | J. Martinez-Rio, Enrique J. Carmona, D. Cancelas, J. Novo, M. Ortega |
| Journal | COMPUTERS IN BIOLOGY AND MEDICINE Vol. 134 |
| DOI | https://doi.org/10.1016/j.compbiomed.2021.104529 |
Intraretinal fluid pattern characterization in Optical Coherence Tomography images
| Authors | J. de Moura, Plácido Vidal, J. Novo, J. Rouco, M.G. Penedo, M Ortega |
| Journal | Sensors Vol. 20 Num. 7 (pages 1 to 23) |
| DOI | https://doi.org/10.3390/s20072004 |
Deep multi-instance heatmap regression for the detection of retinal vessel crossings and bifurcations in eye fundus images
| Authors | A. S. Hervella, J. Rouco, J. Novo, M.G. Penedo, M. Ortega |
| Journal | Computer Methods and Programs in Biomedicine Vol. 186 (pages 1 to 12) |
| DOI | https://doi.org/10.1016/j.cmpb.2019.105201 |
Learning the retinal anatomy from scarce annotated data using self-supervised multimodal reconstruction
| Authors | Álvaro S. Hervella, J. Rouco, Jorge Novo Buján, Marcos Ortega Hortas |
| Journal | Applied Soft Computing Vol. 91 Num. 106210 (pages 1 to 16) |
| DOI | https://doi.org/10.1016/j.asoc.2020.106210 |
Self-supervised multimodal reconstruction of retinal images over paired datasets
| Authors | Álvaro S. Hervella, J. Rouco, Jorge Novo Buján, Marcos Ortega Hortas |
| Journal | Expert Systems with Applications Vol. 161 (pages 1 to 14) |
| DOI | https://doi.org/10.1016/j.eswa.2020.113674 |
Modeling, localization and segmentation of the foveal avascular zone on retinal OCT-Angiography images
| Authors | Enrique J. Carmona, M. Díaz González, Jorge Novo Buján, Marcos Ortega Hortas |
| Journal | IEEE Access Vol. 8 (pages 152223 to 152238) |
| DOI | https://doi.org/10.1109/access.2020.3017440 |
A Survey on Artificial Intelligence Techniques for Biomedical Image Analysis in Skeleton-Based Forensic Human Identification
| Authors | Pablo Mesejo Santiago, Rubén Martos, Óscar Ibáñez Panizo, Jorge Novo Buján, Marcos Ortega Hortas |
| Journal | Applied Sciences Vol. 10 Num. 14 (pages 1 to 37) |
Joint Diabetic Macular Edema segmentation and characterization in OCT images
| Authors | J. de Moura, G. Samagaio, J. Novo, P. Almuiña, M. Fernández, M. Ortega |
| Journal | JOURNAL OF DIGITAL IMAGING Vol. 33 (pages 1335 to 1351) |
| DOI | https://doi.org/10.1007/s10278-020-00360-y |
Diabetic Macular Edema characterization and visualization using Optical Coherence Tomography Images
| Authors | Plácido L. Vidal, J. de Moura, M. Díaz González, J. Novo, M. Ortega |
| Journal | Applied Sciences Vol. 10 Num. 7718 (pages 1 to 23) |
| DOI | https://doi.org/10.3390/app10217718 |
Deep convolutional approaches for the analysis of Covid-19 using chest X-Ray images from portable devices
| Authors | J. de Moura, L. Ramos, Plácido L. Vidal, M. Cruz, L. Abelairas, E. Castro, J. Novo, M. Ortega |
| Journal | IEEE Access Vol. 8 (pages 1 to 23) |
| DOI | https://doi.org/10.1109/access.2020.3033762 |
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 |
Intraretinal Fluid Pattern Characterization
| Authors | Plácido L. Vidal, Joaquim de Moura, Jorge Novo Buján, J. Rouco, Marcos Ortega Hortas |
| Journal | Scholarly Community Encyclopedia (pages 1 to 5) |
Heartbeat Classification of ECGs Fusing Temporal and Morphological Information via Ensemble of Classifiers
| Authors | V. M. Mondejar-Guerra, J. Novo, J. Rouco, M.G. Penedo, Marcos Ortega Hortas |
| Journal | Biomedical Signal Processing and Control Vol. 47 (pages 41 to 48) |
Automatic segmentation of the Foveal Avascular Zone in ophthalmological OCT-A images
| Authors | M. Díaz González, Jorge Novo, P. Cutrín, Francisco Gómez Ulla, M.G. Penedo, M Ortega |
| Journal | PLOS ONE Vol. 14 Num. 2 (pages 1 to 22) |
Artery/vein vessel tree identification in near-infrared reflectance retinographies
| Authors | Joaquim de Moura, Jorge Novo Buján, J. Rouco, P. Charlón, M Ortega |
| Journal | JOURNAL OF DIGITAL IMAGING (pages 1 to 16) |
| DOI | https://doi.org/10.1007/s10278-019-00235-x |
Automatic evaluation of eye gestural reactions to sound in video sequences
| Authors | A. Fernández, M. Ortega, Joaquim de Moura, J. Novo, M.G. Penedo |
| Journal | Engineering Applications of Artificial Intelligence (pages 164 to 174) |
Robust segmentation of retinal layers in optical coherence tomography images based on a multistage active contour model
| Authors | A. González, J. de Moura, J. Novo, M Ortega, M.G. Penedo |
| Journal | HELIYON Vol. 5 Num. 2 (pages 1 to 34) |
Automatic Retinal Vascularity Identification and Artery/Vein Classification Using Near-Infrared Reflectance Retinographies
| Authors | Joaquim de Moura, Jorge Novo Buján, Marcos Ortega Hortas, Noelia Barreira Rodríguez, P. Charlón |
| Journal | COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE Vol. 983 (pages 262 to 278) |
| DOI | https://doi.org/10.1007/978-3-030-12209-6_13 |
Automatic identification and characterization of the epiretinal membrane in OCT images
| Authors | Sergio Baamonde, Joaquim de Moura, Jorge Novo, P. Charlón, Marcos Ortega Hortas |
| Journal | Biomedical Optics Express Vol. 10 Num. 8 (pages 4018 to 4033) |
| DOI | https://doi.org/10.1364/boe.10.004018 |
Automatic visual acuity estimation by means of computational vascularity biomarkers using OCT Angiographies
| Authors | M. Díaz González, M. Diez-Sotelo, Francisco Gómez Ulla, J. Novo, M G Penedo, M. Ortega |
| Journal | Sensors Vol. 19 Num. 4732 (pages 1 to 18) |
Computational assessment of the retinal vascular tortuosity integrating domain-related information
| Authors | L. Ramos, J. Novo, J. Rouco, S. Romeo, M. Álvarez, M. Ortega |
| Journal | SCIENTIFIC REPORTS Vol. 9 Num. 19940 (pages 1 to 12) |
Automatic identification and representation of the cornea-lens relationship using AS-OCT images
| Authors | P. Cabaleiro, J. de Moura, Jorge Novo Buján, P. Charlón, Marcos Ortega Hortas |
| Journal | Sensors Vol. 19 (pages 1 to 21) |
| DOI | https://doi.org/10.3390/s19235087 |
Automatic identification and intuitive map representation of the Epiretinal Membrane presence in 3D OCT volumes
| Authors | Sergio Baamonde, J. de Moura, Jorge Novo Buján, P. Charlón, Marcos Ortega Hortas |
| Journal | Sensors Vol. 19 (pages 1 to 17) |
| DOI | https://doi.org/10.3390/s19235269 |
Intraretinal fluid identification via enhanced maps using Optical Coherence Tomography images
| Authors | Plácido L. Vidal, Joaquim de Moura, J. Novo, M.G. Penedo, M Ortega |
| Journal | Biomedical Optics Express Vol. 9 Num. 10 (pages 4730 to 4754) |
| DOI | https://doi.org/10.1364/boe.9.004730 |
Hydra: a web system for the analysis, diagnosis and treatment of cardiovascular diseases
| Authors | A. Hermida-Ameijeiras, Marcos Ortega Hortas, J.E. Lopez-Paz, J. Novo, Noelia Barreira Rodríguez, M.G. Penedo, C. Calvo |
| Journal | JOURNAL OF HYPERTENSION Vol. 36 (pages 264 to 264) |
| DOI | https://doi.org/10.1097/01.hjh.0000539757.81385.f8 |
Detection of reactions to sound via gaze and global eye motion analysis using camera streaming
| Authors | A. Fernández, Marcos Ortega Hortas, Joaquim de Moura, Jorge Novo, M G Penedo |
| Journal | MACHINE VISION AND APPLICATIONS Vol. 29 Num. 7 (pages 1069 to 1082) |
Hydra, a Computer-Based Platform for Aiding Clinicians in Cardiovascular Analysis and Diagnosis
| Authors | L. Ramos, J. Novo, Noelia Barreira Rodríguez, J. Rouco, M G Penedo, Marcos Ortega Hortas |
| Journal | Jove-Journal of Visualized Experiments Vol. 139 (pages 1 to 14) |
| DOI | https://doi.org/10.3791/58132 |
Interactive Three-Dimensional Visualization System of the Vascular Structure in OCT Retinal Images
| Authors | Joaquim de Moura, Jorge Novo Buján, Marcos Ortega Hortas, Noelia Barreira Rodríguez, M G Penedo |
| Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 10672 (pages 306 to 313) |
| DOI | https://doi.org/10.1007/978-3-319-74727-9_36 |
Retinal vascular tortuosity assessment: inter-intra expert analysis and correlation with computational measurements
| Authors | J. Novo, J. Rouco, S. Romeo, M. Álvarez, M Ortega, L. Ramos |
| Journal | BMC Medical Research Methodology Vol. 18 Num. 144 (pages 1 to 11) |
Automatic Macular Edema Identification and Characterization Using OCT Images
| Authors | G. Samagaio, A. Estévez, J. de Moura, J. Novo, M. Fernández, M Ortega |
| Journal | Computer Methods and Programs in Biomedicine Vol. 163 (pages 47 to 63) |
Automatic Segmentation of Diffuse Retinal Thickening Edemas Using Optical Coherence Tomography Images
| Authors | G. Samagaio, Joaquim de Moura, Jorge Novo Buján, Marcos Ortega Hortas |
| Journal | Procedia Computer Science Vol. 126 (pages 472 to 481) |
Automatic Characterization of the Serous Retinal Detachment Associated with the Subretinal Fluid Presence in Optical Coherence Tomography Images
| Authors | Joaquim de Moura, Jorge Novo, Susana Penas, M Ortega, Jorge Silva, A. Mendonça |
| Journal | Procedia Computer Science (pages 244 to 253) |
Learning lung nodule malignancy likelihood from radiologist annotations or diagnosis data
| Authors | L. Gonçalves, Jorge Novo Buján, Ana Cunha, A. Campilho |
| Journal | Journal of Medical and Biological Engineering Vol. 38 Num. 3 (pages 424 to 442) |
Wivern: a web-based system enabling computer-aided diagnosis and interdisciplinary expert collaboration for vascular research
| Authors | J. Novo, J. Rouco, N. Barreira, M. Ortega, M G Penedo, A. Campilho |
| Journal | Journal of Medical and Biological Engineering Vol. 37 Num. 6 (pages 920 to 935) |
| DOI | https://doi.org/10.1007/s40846-017-0256-y |
Hydra: A web-based system for cardiovascular analysis, diagnosis and treatment
| Authors | J. Novo, A. Hermida, M. Ortega, N. Barreira, M G Penedo, J. E. López-Paz, C. Calvo Gómez |
| Journal | Computer Methods and Programs in Biomedicine Vol. 139 (pages 61 to 81) |
Enhanced visualization of the retinal vasculature using depth information in OCT
| Authors | Joaquim de Moura, Jorge Novo Buján, P. Charlón, Noelia Barreira Rodríguez, Marcos Ortega Hortas |
| Journal | MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING Num. 55 (pages 2209 to 2225) |
| DOI | https://doi.org/10.1007/s11517-017-1660-8 |
Assessing the subclinical target organ damage of "white coat effect" in hypertensive patients with an online framework
| Authors | A. Hermida, J. Novo, M. Ortega, J. Rouco, E López, Carlos Calvo Gómez |
| Journal | Sylwan Vol. 161 Num. 6 (pages 1 to 17) |
Automatic identification and characterization of the Epiretinal Membrane in OCT images
| Authors | S. Baamonde, Joaquim de Moura, J. Novo, P. Charlón, M Ortega |
| Journal | Biomedical Optics Express (pages 1 to 17) |
Hessian based approaches for 3D lung nodule segmentation
| Authors | A. Goncalves, J. Novo, A. Campilho |
| Journal | Expert Systems with Applications Vol. 61 Num. 1 (pages 1 to 15) |
Emergent segmentation of topological active nets by means of evolutionary obtained artificial neural networks (Extended selected papers ICAART 2013)
| Authors | J. Novo, C. V. Sierra, J. Santos, M G Penedo |
| Journal | COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE Vol. 449 (pages 149 to 161) |
| DOI | https://doi.org/10.1007/978-3-662-44440-5 |
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 classification of the interferential tear film lipid layer using colour texture analysis
| Authors | Beatriz Remeseiro, Marta Penas Centeno, Noelia Barreira Rodríguez, Antonio Mosquera González, Jorge Novo Buján, Carlos García Resua |
| Journal | Computer Methods and Programs in Biomedicine Vol. 111 Num. 1 (pages 93 to 103) |
| DOI | https://doi.org/10.1016/j.cmpb.2013.04.007 |
On the use of a minimal path approach for target trajectory analysis
| Authors | Brais Cancela Barizo, Marcos Ortega Hortas, Manuel González Penedo, Jorge Novo Buján, Noelia Barreira Rodríguez |
| Journal | Pattern Recognition Vol. 46 Num. 7 (pages 2015 to 2027) |
| DOI | https://doi.org/10.1016/j.patcog.2013.01.013 |
Multiobjective differential evolution in the optimization of topological active models
| Authors | Jorge Novo, José Santos Reyes, M G Penedo |
| Journal | Applied Soft Computing Vol. 13 (pages 3167 to 3177) |
| DOI | https://doi.org/10.1016/j.asoc.2012.12.010 |
Topological Active Volume 3D Segmentation Model Optimized with Genetic Approaches
| Authors | J. Novo, N. Barreira, M G Penedo, José Santos Reyes |
| Journal | NATURAL COMPUTING Vol. 11 (pages 161 to 174) |
| DOI | https://doi.org/10.1007/s11047-011-9275-8 |
Topological active models optimization with differential evolution
| Authors | Jorge Novo, José Santos Reyes, M G Penedo |
| Journal | Expert Systems with Applications Vol. 35 Num. 15 (pages 12165 to 12176) |
| DOI | https://doi.org/10.1016/j.eswa.2012.04.087 |
Statistical comparison of classifiers applied to the interferential tear film lipid layer automatic classification
| Authors | Bea Remeseiro, Marta Penas Centeno, A. Mosquera, J. Novo, M G Penedo, E. Yebra-Pimentel |
| Journal | COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE Vol. 2012 (pages 1 to 10) |
| DOI | https://doi.org/10.1155/2012/207315 |
Automatic Localisation of Landmark Points in CMR Images using a Cyclic Motion Mask
| Authors | J. Novo, R. Merrifield, Jianmeng Chen, G.Z. Yang |
| Journal | Journal of Cardiovascular Magnetic Resonance Vol. 14 Num. 1 |
| DOI | https://doi.org/10.1186/1532-429x-14-s1-t9 |
Evolved artificial neural networks for controlling Topological Active Nets deformation and for medical image segmentation
| Authors | C. de La Vega, J. Novo, J. Santos, M G Penedo |
| Journal | Frontiers in Artificial Intelligence and Applications Vol. 243 (pages 1380 to 1389) |
Optimization of Topological Active Nets with Differential Evolution
| Authors | Jorge Novo Buján, José Santos Reyes, M G Penedo |
| Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 6593 (pages 350 to 360) |
Differential Evolution Optimization of 3D Topological Active Volumes
| Authors | J. Novo, José Santos Reyes, M G Penedo |
| Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 6691 (pages 282 to 290) |
| DOI | https://doi.org/10.1007/978-3-642-21501-8_35 |
Evolutionary Multiobjective Optimization of Topological Active Nets
| Authors | Jorge Novo Buján, M G Penedo, José Santos Reyes |
| Journal | PATTERN RECOGNITION LETTERS Vol. 31 Num. 13 (pages 1781 to 1794) |
SIRIUS: A Web-based system for retinal image analysis International Journal of Medical Informatics
| Authors | Marcos Ortega Hortas, Noelia Barreira Rodríguez, Jorge Novo Buján, M G Penedo, Antonio Pose Reino, Francisco Gómez-Ulla De Irazazábal |
| Journal | INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS Vol. 79 Num. 10 (pages 722 to 732) |
Genetic Approaches for the Automatic Division of Topological Active Volumes
| Authors | Jorge Novo Buján, Noelia Barreira Rodríguez, M G Penedo, José Santos Reyes |
| Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 5602 (pages 20 to 29) |
Localisation of the Optic Disc by Means of GA-Optimised Topological Active Nets
| Authors | Jorge Novo Buján, M G Penedo, José Santos Reyes |
| Journal | IMAGE AND VISION COMPUTING Vol. 27 (pages 1572 to 1584) |
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) |
Optic Disc Segmentation by Means of GA-Optimized Topological Active Nets
| Authors | Jorge Novo Buján, M G Penedo, José Santos Reyes |
| Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 5112 (pages 807 to 816) |
Generation of Novel Synthetic Portable Chest X-Ray Images for Automatic COVID-19 Screening
| Authors | D. I. Morís. J. de Moura. J. Novo. M. Ortega |
| Book |
AI Applications for Disease Diagnosis and Treatment Publishing: IGI Global. ISBN: 9781668423042 |
| Pages | From 248 to 281 |
Fully Automatic Epiretinal Membrane Segmentation in OCT Scans Using Convolutional Networks
| Authors | M. Gende. J. de Moura. J. Novo. M. Ortega |
| Book |
AI Applications for Disease Diagnosis and Treatment Publishing: IGI Global. ISBN: 9781668423042 |
| Pages | From 88 to 121 |
Estrategias para Mejorar la Participación de los Estudiantes en la Docencia Síncrona en Asignaturas del Máster Interuniversitario en Visión por Computador
| Authors | J. de Moura. L. Ramos. J. Novo. M. Ortega |
| Book |
Contextos universitarios transformadores: a nova normalidade académica. Leccións aprendidas e retos de futuro. V Xornadas de Innovación Docente Publishing: Universidade da Coruña. Servizo de publicacións. ISBN: 978-84-9749-818-0 |
| Pages | From 143 to 153 |
Multimodal reconstruction of retinal images over unpaired datasets using cyclical generative adversarial networks
| Authors | Álvaro S. Hervella. J. Rouco. J. Novo. M. Ortega |
| Book |
Generative Adversarial Networks for Image-to-Image Translation Publishing: ACADEMIC PRESS LTD - ELSEVIER SCIENCE LTD. ISBN: 978-0-12-823519-5 |
| Pages | From 347 to 376 |
Intraretinal Fluid Map Generation in Optical Coherence Tomography Images
| Authors | Plácido L. Vidal. J. de Moura. J. Novo. M.G. Penedo. M Ortega |
| Book |
Diabetes and Retinopathy Vol. 2 Publishing: Elsevier Ltd. ISBN: 978-0-12-817438-8 |
| Pages | From 19 to 43 |
Fully Automated Identification and Clinical Classification of Macular Edema Using Optical Coherence Tomography Images
| Authors | J. de Moura. G. Samagaio. Jorge Novo Buján. Maribel Fernández. Francisco Gómez-Ulla De Irazazábal. Marcos Ortega Hortas |
| Book |
Diabetes and Retinopathy Vol. 2 Publishing: Elsevier Ltd. ISBN: 978-0-12-817438-8 |
| Pages | From 45 to 67 |
Intuitive and coherent intraretinal cystoid map representation in Optical Coherence Tomography images
| Authors | Plácido L. Vidal. J. de Moura. J. Novo. M.G. Penedo. M. Ortega |
| Book |
Lecture Notes in Computer Science: Computer Aided Systems Theory, Revised Selected Papers, EUROCAST 2019 Publishing: Springer. ISBN: 978-3-030-45095-3 |
| Pages | From 270 to 278 |
Automatic ECG Screening as a Supporting Tool on a Telemedicine Framework
| Authors | Mondéjar-Guerra, Víctor. J. Novo. J. Rouco. M Ortega. M G Penedo |
| Book |
Lecture Notes in Computer Science: Computer Aided Systems Theory, Revised Selected Papers, EUROCAST 2019 Publishing: Springer. ISBN: 978-3-030-45095-3 |
| Pages | From 289 to 296 |
Automatic identification of Diabetic Macular Edema biomarkers using Optical Coherence Tomography scans
| Authors | Joaquim de Moura. G. Samagaio. J. Novo. P. Charlón. Maribel Fernández. F. Gómez Ulla. M. Ortega |
| Book |
Lecture Notes in Computer Science: Computer Aided Systems Theory, Revised Selected Papers, EUROCAST 2019 Publishing: Springer. ISBN: 978-3-030-45095-3 |
| Pages | From 247 to 255 |
Impact of the Circular Region of Interest on the Multimodal Reconstruction of Retinal Images
| Authors | Álvaro S. Hervella. J. Rouco. Jorge Novo Buján. Marcos Ortega Hortas |
| Book |
Lecture Notes in Computer Science: Computer Aided Systems Theory, Revised Selected Papers, EUROCAST 2019 Vol. 12014 Publishing: Springer. ISBN: 978-3-030-45095-3 |
| Pages | From 222 to 230 |
Interactive Three-Dimensional Visualization System of the Vascular Structure in OCT Retinal Images
| Authors | J. de Moura. J. Novo. Marcos Ortega Hortas. Noelia Barreira Rodríguez. M G Penedo |
| Book |
Lecture Notes in Computer Science: Computer Aided Systems Theory. Revised and Extended Papers (EUROCAST 2017) Publishing: Springer. ISBN: 978-3-319-74726-2 |
| Pages | From 306 to 313 |
Retinal Vasculature Identification and Characterization Using OCT Imaging
| Authors | Joaquim de Moura. J. Novo. J. Rouco. Noelia Barreira Rodríguez. M.G. Penedo. Marcos Ortega Hortas |
| Book |
OCT - Applications in Ophthalmology Vol. 1 Publishing: InTech Open Science (Sage Publishing). ISBN: 978-1-78923-755-9 |
| Pages | From 23 to 39 |
Automatic Detection of Blood Vessels in Retinal OCT Images
| Authors | J. de Moura. J. Novo. J. Rouco. M.G. Penedo. M Ortega |
| Book |
Lecture Notes in Computer Science: Biomedical Applications Based on Natural and Artificial Computing Vol. 1 Publishing: Springer. ISBN: 978-3319597720 |
| Pages | From 3 to 10 |
Mild-Obesity as a Cardiovascular Prognostic Marker
| Authors | A. Hermida. J. Novo. M Ortega. J.E. López-Paz. C. Calvo-Gomez |
| Book |
Obesity Diagnosis and Treatment Publishing: Avid Science. ISBN: 978-93-86337-46-7 |
| Pages | From 1 to 11 |
Vessel Tree Extraction and Depth Estimation with OCT Images
| Authors | J. de Moura. J. Novo. M. Ortega. Noelia Barreira. M G Penedo |
| Book |
Lecture Notes in Artificial Intelligence: Advances in Artificial Intelligence Publishing: Springer. ISBN: 978-3-319-44636-3 |
| Pages | From 23 to 33 |
Automatic Identification of Macular Edema in Optical Coherence Tomography Images
| Authors | G. Samagaio. Aída Estévez. Joaquim de Moura. Jorge Novo Buján. Marcos Ortega Hortas. Maribel Fernández |
| Book |
Computer Vision, Imaging and Computer Graphics Publishing: Springer. ISBN: 978-3-030-12208-9 |
| Pages | From 533 to 540 |
Automatic retinal vascularity identification and artery/vein classification using near-infrared reflectance retinographies
| Authors | Joaquim de Moura. Jorge Novo Buján. Noelia Barreira. P. Charlón. Marcos Ortega Hortas |
| Book |
Computer Vision, Imaging and Computer Graphics Publishing: Springer. ISBN: 978-3-030-12208-9 |
| Pages | From 262 to 278 |
Using evolved artificial neural networks for providing an emergent segmentation with an active net model
| Authors | Jorge Novo. Cristina V. Sierra. José Santos Reyes. Manuel González Penedo |
| Book |
Recent Advances in Knowledge - Based Paradigms and Applications - Advances in Intelligent Systems and Computing Vol. 234 Publishing: Springer - Verlag. ISBN: 9783319016481 |
| Pages | From 57 to 72 |
Emergent Image Segmentation by Means of Evolved Connectionist Models and Using a Topological Active Net Model
| Authors | Jorge Novo. Cristina V. Sierra. José Santos Reyes. Manuel González Penedo |
| Book |
Agents and Artificial Intelligence Vol. 449 Publishing: springer verlag. ISBN: 978-3-662-44439 |
| Pages | From 1 to 113 |
Automatic analysis of scanning laser ophthalmoscope sequences for arteriovenous passage time measurement
| Authors | C. Pérez. M Ortega. J. Novo. Bea Remeseiro. A. Fernández. F. Gómez-Ulla |
| Book |
Opthalmology Imaging and Applications Publishing: CRC Press . ISBN: 978-146-65-5913-4 |
| Pages | From 221 to 236 |
Preventing diabetic retinopathy: red lesions detection in early stages
| Authors | Cástor Mariño Pérez. Jorge Novo Buján. Noelia Barreira Rodríguez. Manuel González Penedo |
| Book |
Diabetic Retinopathy Publishing: InTech. ISBN: 978-953-51-0044-7 |
| Pages | From 249 to 270 |
Automatic detection and characterization of pathological fluid regions in Optical Coherence Tomography Images
| Autor | Plácido Francisco Lizancos Vidal |
| Director/s | Jorge Novo Buján; Marcos Ortega Hortas |
| Scope | Facultad de Informática |
| Qualification | Sobresaliente Cum Laude |
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 |
Caracterización del Edema Macular Diabético mediante análisis automático de Tomografías de Coherencia Óptica
| Autor | José Joaquim De Moura Ramos |
| Director/s | Jorge Novo Buján; Marcos Ortega Hortas |
| Scope | Facultad de Informática |
| Qualification | Sobresaliente Cum Laude |
Identification of Retinal Biomarkers in Alzheimer's Disease animal model using a preclinical Optical Coherence Tomography
4th ySMIN Day - Spanish Molecular Imaging Network
National
| Authors | A. Cuartero, A. Custodia, N.Gomez Gomez, A. Ouro, J. de Moura, J. Novo, M. Ortega, M. A. Gil, P. Aguiar, T. Sobrino, A. Fernandez |
| Place | Santiago de Compostela (España) |
Pulmonary-Restricted COVID-19 Informative Visual Screening Using Chest X-ray Images from Portable Devices
International Conference on Image Analysis and Processing - ICIAP 2022
International
| Authors | Plácido L. Vidal, Joaquim de Moura, Marcos Ortega, Jorge Novo |
| Place | Lecce (Italia) |
| DOI | https://doi.org/10.1007/978-3-031-06427-2_6 |
High/Low Quality Style Transfer for Mutual Conversion of OCT Images Using Contrastive Unpaired Translation Generative Adversarial Networks
International Conference on Image Analysis and Processing - ICIAP 2022
International
| Authors | M. Gende, J. de Moura, J. Novo, M. Ortega |
| Place | Lecce (Italia) |
| DOI | https://doi.org/10.1007/978-3-031-06427-2_18 |
Improving AMD Diagnosis by the Simultaneous Identification of Associated Retinal Lesions
International Conference on Image Analysis and Processing - ICIAP 2022
International
| Authors | José Morano, Álvaro S. Hervella, J. Rouco, Jorge Novo, José Ignacio Fernández-Vigo, Marcos Ortega Hortas |
| Place | Lecce (Italia) |
| DOI | https://doi.org/10.1007/978-3-031-06427-2_13 |
Impact of the Region of Analysis on the Performance of the Automatic Epiretinal Membrane Segmentation in OCT Images
18th International Conference on Computer Aided Systems Theory - Eurocast'22
International
| Authors | M. Gende, D. I. Morís, J. de Moura, J. Novo, M. Ortega |
| Organization | Universidad de Las Palmas de Gran Canaria (ULPGC) |
| Place | Palmas de Gran Canaria, Las (España) |
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) |
Desarrollo de competencias en visión artificial utilizando estrategias de aprendizaje cooperativo multiespecialidad con estudiantes de TFG
VI Xornadas de Innovación Docente na UDC
Local
| Authors | L. Ramos, de Moura, J, M. Ortega, J. Novo |
| Place | Coruña, A (España) |
Robust deep learning-based approach for retinal layer segmentation in optical coherence tomography images
18th International Conference on Computer Aided Systems Theory - Eurocast'22
International
| Authors | A. Budiño, L. Ramos, J. de Moura, J. Novo, M G Penedo, M. Ortega |
| Organization | Universidad de Las Palmas de Gran Canaria (ULPGC) |
| Place | Palmas de Gran Canaria, Las (España) |
Clinical decision support tool for the identification of pathological structures associated with age-related macular degeneration
18th International Conference on Computer Aided Systems Theory - Eurocast'22
International
| Authors | I. Barrientos, J. de Moura, J. Novo, M. Ortega, M G Penedo |
| Organization | Universidad de Las Palmas de Gran Canaria (ULPGC) |
| Place | Palmas de Gran Canaria, Las (España) |
Performance Analysis of GAN Approaches in the Portable Chest X-ray Synthetic Image Generation for COVID-19 Screening
18th International Conference on Computer Aided Systems Theory - Eurocast'22
International
| Authors | D. I. Morís, M. Gende, J. de Moura, J. Novo, M. Ortega |
| Organization | Universidad de Las Palmas de Gran Canaria (ULPGC) |
| Place | Palmas de Gran Canaria, Las (España) |
Fully-automatic segmentation of the ciliary muscle using anterior segment optical coherence tomography images
International Joint Conference on Neural Networks (IJCNN 2022)
International
| Authors | E. Gonzalez, de Moura, J, J. Novo, J. I. Fernández-Vigo, J. A. Fernández-Vigo, M. Ortega |
| Place | Padua (Italia) |
| DOI | https://doi.org/10.1109/ijcnn55064.2022.9892316 |
Unsupervised deformable image registration in a landmark scarcity scenario: choroid OCTA
International Conference on Image Analysis and Processing - ICIAP 2022
International
| Authors | Emilio López-Varela, Jorge Novo Buján, José Ignacio Fernández-Vigo, Javier Moreno Morillo, Marcos Ortega Hortas |
| Place | Lecce (Italia) |
| DOI | https://doi.org/10.1007/978-3-031-06427-2_8 |
Reproducibilidad de la medida de los vacíos de flujo en la coriocapilar mediante OCTA en la coriorretinopatía serosa central
98 Congreso de la Sociedad Española de Oftalmología (SEO) - 2022
National
| Authors | J. I. Fernández-Vigo, Javier Moreno Morillo, Emilio López-Varela, Jorge Novo Buján |
| Place | Pamplona/Iruña (España) |
Web-based platform for the automatic analysis and visualization of vascular diagnostic markers in ophthalmological images
5th XoveTIC Conference
International
| Authors | José Morano, Álvaro S. Hervella, Jorge Novo Buján, J. Rouco |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
Deep learning-based detection of domain-specific retinal landmarks for color fundus image registration
V XoveTIC Conference 2022
Autonomous
| Authors | David Rivas-Villar, Álvaro S. Hervella, J. Rouco, Jorge Novo Buján |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
Multi-task Convolutional Neural Networks for the End-to-end Simultaneous Segmentation and Screening of the Epiretinal Membrane in OCT Images
V XoveTIC Conference 2022
Autonomous
| Authors | M. Gende, Joaquim de Moura, Jorge Novo Buján, Manuel G. Penedo, Marcos Ortega Hortas |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
Portable chest X-ray image generation for the improvement of the automatic COVID-19 screening
V XoveTIC Conference 2022
Autonomous
| Authors | D. I. Morís, Joaquim de Moura, Jorge Novo Buján, Marcos Ortega Hortas |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
Region of interest-bounded COVID-19 lung screening using images from portable X-ray devices
5th XoveTIC Conference
International
| Authors | P. L. Vidal, J. de Moura, L. Ramos, J. Novo, M. Ortega |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
Analysis of Imbalanced Datasets in the Performance of Deep Learning Approaches for COVID-19 Screening from Chest X-ray Imaging: Impact of Sex and Age Factors
5th XoveTIC Conference
International
| Authors | L. Álvarez-Rodríguez, J. de Moura, L. Ramos, J. Novo, M. Ortega |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
Predicción de la respuesta a la terapia fotodinámica en pacientes con coriorretinopatía serosa central crónica basado en tomografía de coherencia óptica mediante deep learning
25º Congreso de la Sociedad Española de Retina y Vítreo (SERV)
National
| Authors | Lorenzo López Guajardo, J. I. Fernández-Vigo, V. Calleja, J. de Moura, J. Novo, A. Valverde-Megías, M. Ortega, Juan Donate López |
| Place | Madrid (España) |
Deep learning to assess the prediction of response to photodynamic therapy in patients with chronic central serous chorioretinopathy based on optical coherence tomography images
22nd EURETINA Congress
International
| Authors | V. Calleja, J. I. Fernández-Vigo, de Moura, J, J. Novo, M. Ortega, Juan Donate López |
| Place | Hamburgo (Alemania) |
Prediction of the Response to PDT in Chronic CSCR Using Deep Learning
American Academy of Ophthalmology (AAO) Annual Meeting - AAO 2022
International
| Authors | J. I. Fernández-Vigo, V. Calleja, Joaquim de Moura, Jorge Novo Buján, Lorenzo López Guajardo, Marcos Ortega Hortas, Juan Donate López |
| Place | Chicago (Estados Unidos) |
Cycle Generative Adversarial Network Approaches to Produce Novel Portable Chest X-Rays Images for Covid-19 Diagnosis
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2021)
International
| Authors | D. I. Morís, J. de Moura, J. Novo, M. Ortega |
| Place | Toronto (Canadá) |
| DOI | https://doi.org/10.1109/icassp39728.2021.9414031 |
Context encoder self-supervised approaches for eye fundus analysis
International Joint Conference on Neural Networks (IJCNN 2021)
International
| Authors | D. I. Morís, Álvaro S. Hervella, J. Rouco, J. Novo, M. Ortega |
| Place | Shenzhen (China) |
| DOI | https://doi.org/10.1109/ijcnn52387.2021.9533567 |
Portable Chest X-ray Synthetic Image Generation for the COVID-19 Screening
IV Congreso XoveTIC 2021
International
| Authors | D. I. Morís, J. de Moura, J. Novo, M. Ortega |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
| DOI | https://doi.org/10.3390/engproc2021007006 |
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 |
Automatic Segmentation and Visualisation of the Epiretinal Membrane in OCT Scans Using Densely Connected Convolutional Networks
IV Congreso XoveTIC 2021
International
| Authors | M. Gende, J. de Moura, J. Novo, P. Charlón, M. Ortega |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
| DOI | https://doi.org/10.3390/engproc2021007002 |
Automated Segmentation of the Central Serous Chorioretinopathy fluid regions using Optical Coherence Tomography Images
34th IEEE CBMS International Symposium on Computer-Based Medical Systems - CBMS'21
International
| Authors | de Moura, J, Jorge Novo, Marcos Ortega Hortas, Noelia Barreira Rodríguez, M G Penedo |
| Place | Aveiro (Portugal) |
| DOI | https://doi.org/10.1109/cbms52027.2021.00008 |
Computational Radiological Screening of Patients with COVID-19 using Chest X-ray Images from Portable Devices
IV Congreso XoveTIC 2021
International
| Authors | J. de Moura, L. Ramos, Plácido L. Vidal, M. Cruz, L. Abelairas, E. Castro, J. Novo, M Ortega |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
| DOI | https://doi.org/10.3390/engproc2021007001 |
Comprehensive Analysis of the Screening of COVID-19 Approaches in Chest X-ray Images from Portable Devices
29th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2021)
International
| Authors | D. I. Morís, J. de Moura, J. Novo, M. Ortega |
| Place | Bruselas (Bélgica) |
| DOI | https://doi.org/10.14428/esann/2021.es2021-31 |
Plataforma de apoyo en el diagnóstico de COVID y otras patologías mediante Deep Learning
XXIV Congreso Nacional de Informática de la Salud, INFORSALUD 2021
National
| Authors | Andres Molares-Ulloa, J. de Moura, L. Ramos, J. Novo, M. Costas Mora, C. Flores Rodríguez, J. Cordeiro Rodríguez, M Ortega |
| Place | Madrid (España) |
Comparative and Behavioural Analysis of a Diffuse Paradigm for the Evaluation of Diabetic Macular Edema in OCT images
34th IEEE CBMS International Symposium on Computer-Based Medical Systems - CBMS'21
International
| Authors | Plácido L. Vidal, Joaquim de Moura, M. Díaz González, Jorge Novo Buján, Marcos Ortega |
| Place | Aveiro (Portugal) |
| DOI | https://doi.org/10.1109/cbms52027.2021.00010 |
COVID-19 lung radiography segmentation by means of multiphase transfer learning
The 4th XoveTIC Conference
International
| Authors | Plácido L. Vidal, Joaquim de Moura, Jorge Novo, Marcos Ortega |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
| DOI | https://doi.org/10.3390/engproc2021007005 |
Estrategias para mejorar la participación de los estudiantes en la docencia síncrona en asignaturas del Máster Interuniversitario en Visión por Computador
V Xornadas de Innovación Docente da UDC
National
| Authors | J. J. De Moura Ramos, L. Ramos, J. Novo, M. Ortega |
| Place | Coruña, A (España) |
Predicción de la respuesta a terapia fotodinámica en pacientes con coriorretinopatía serosa central utilizando inteligencia artificial basada en imágenes de tomografía de coherencia óptica
Reunión Anual de la Sociedad Oftalmológica de Madrid - SOM'2021
National
| Authors | V. Calleja, J. I. Fernández-Vigo, J. de Moura, J. Novo, M. Ortega |
| Place | Madrid (España) |
Repetibilidad de la medida de los vacíos de flujo en la coriocapilar mediante angiografía por tomografía de coherencia óptica en la coriorretinopatía serosa central
Reunión Anual de la Sociedad Oftalmológica de Madrid - SOM'2021
National
| Authors | José Ignacio Fernández-Vigo, Javier Moreno Morillo, Emilio López-Varela, Jorge Novo Buján, Lorenzo López Guajardo |
| Place | Madrid (España) |
Early Changes in Choriocapillaris Flow Voids as an Efficacy Biomarker of Photodynamic Therapy in Central Serous Chorioretinopathy
Ophthalmic Research ¿ VII International Congress of Research in Retina and Vision, 2021
International
| Authors | José Ignacio Fernández-Vigo, Javier Moreno Morillo, Marcos Ortega Hortas, Jorge Novo Buján, Lorenzo López Guajardo, Juan Donate López |
| Place | Murcia (España) |
Automatic segmentation and estimation of ischemic regions in OCT angiography scans
34th IEEE CBMS International Symposium on Computer-Based Medical Systems - CBMS'21
International
| Authors | M. Díaz González, Plácido L. Vidal, Jorge Novo Buján, Marcos Ortega Hortas, Manuel G. Penedo |
| Place | Aveiro (Portugal) |
| DOI | https://doi.org/10.1109/cbms52027.2021.00009 |
Deep learning para la evaluación del glistening de las lentes intraoculares mediante tomografía de coherencia óptica y propuesta de clasificación
Reunión Anual de la Sociedad Oftalmológica de Madrid - SOM'2021
National
| Authors | J. I. Fernández-Vigo, J. A. Fernández-Vigo, Jorge Novo Buján, Marcos Ortega Hortas, A. Merino |
| Place | Madrid (España) |
Grupo VARPA - Investigaciones sobre Inteligencia Artificial aplicada
Obradoiros 4.0 del Clúster Saude de Galicia
Autonomous
| Authors | Jorge Novo Buján |
| Place | Coruña, A (España) |
Sistema automático de identificación del edema macular diabético usando imágenes de tomografía de coherencia óptica
SERV 2020. XXIV Congreso de la Sociedad Española de Retina y Vítreo.
National
| Authors | Maribel Fernández, M Ortega, P. Almuiña, M. Gil, Joaquim de Moura, G. Samagaio, Jorge Novo, M. Rodríguez, M. Abraldes, Francisco Gómez-Ulla De Irazazábal |
| Organization | Sociedad Española de Retina y Vítreo |
| Place | Burgos (España) |
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 |
Evaluación de los cambios en la vascularización coroidea mediante angiografía por tomografía de coherencia óptica en pacientes con coriorretinopatía serosa central tras terapia fotodinámica
SERV 2020. XXIV Congreso de la Sociedad Española de Retina y Vítreo.
National
| Authors | José Ignacio Fernández-Vigo, Javier Moreno Morillo, Noemí Güemes, M. Díaz González, Jorge Novo Buján, Marcos Ortega Hortas, Lorenzo López Guajardo, Juan Donate López |
| Organization | Sociedad Española de Retina y Vítreo |
| Place | Burgos (España) |
Assessment of the efficacy and the vessel density changes in the choroid after photodynamic therapy using swept-source optical coherence tomography angiography in chronic central serous chorioretinopathy
20th EURETINA Congress
International
| Authors | José Ignacio Fernández-Vigo, Javier Moreno Morillo, Noemí Güemes, Lorenzo López Guajardo, Jorge Novo Buján, Marcos Ortega Hortas, Juan Donate López |
| Organization | EURETINA - European Society of Retina Specialists |
| Place | Virtual (Irlanda) |
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 |
Analysis of Separability of COVID-19 and Pneumonia in Chest X-Ray Images by means of Convolutional Neural Networks
XOVETIC 2020
International
| Authors | J. de Moura, L. Ramos, Plácido L. Vidal, Jorge Novo Buján, Marcos Ortega Hortas |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
Study on relevant features in COVID-19 PCR tests
XOVETIC 2020
International
| Authors | Plácido L. Vidal, Joaquim de Moura, L. Ramos, Jorge Novo Buján, Marcos Ortega Hortas |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
Transversality of Sexual Orientation: Perceptions in Basic Education
4th International Virtual Conference on Educational Research and Innovation - CIVINEDU 2020
International
| Authors | M. Carmo, J. Marques, Joaquim de Moura, Jorge Novo, Marcos Ortega Hortas |
| Place | Madrid (España) |
Joint Optic Disc and Cup Segmentation Using Self-Supervised Multimodal Reconstruction Pre-Training
XOVETIC 2020
International
| Authors | Álvaro S. Hervella, L. Ramos, J. Rouco, J. Novo, M Ortega |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
Fully Automatic Retinal Vascular Tortuosity Assessment Integrating Domain-Related Information
XOVETIC 2020
International
| Authors | L. Ramos, J. Novo, J. Rouco, S. Romeo, M. D. Álvarez, M Ortega |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
Sistema automático para la identificación del edema macular diabético empleando imágenes de tomografía de coherencia óptica
46ª Reunión de la Sociedad Gallega de Oftalmología
Autonomous
| Authors | P. Almuiña, Maribel Fernández, J. de Moura, J. Novo, M. A. Gil, M. Rodríguez, M. Abraldes, F. Gómez Ulla |
| Place | Vigo (España) |
Fully Automatic method for the Visual Acuity Estimation Using OCT Angiographies
III XoveTIC 2020
International
| Authors | M. Díaz González, Jorge Novo Buján, Manuel G. Penedo, Marcos Ortega Hortas |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
| DOI | https://doi.org/10.3390/proceedings2020054057 |
Predictive models of functional connectivity of threatened populations in Special Areas of Conservation of the Natura 2000 network
11th International Conference on Climate Change: Impacts & Responses
International
| Authors | Horacio Naveira Fachal, Pedro Galán Regalado, Martiño Cabana Otero, M.G. Penedo, Jorge Novo, Sergio Baamonde, Jose Antonio Cortes Vazquez, Elvira Santiago Gómez |
| Place | Washington (Estados Unidos) |
Automatic ECG Screening as a Supporting Tool on a Telemedicine Framework
17th International Conference on Computer Aided Systems Theory (Eurocast 2019)
International
| Authors | V. Mondejar-Guerra, J. Novo, J. Rouco, M Ortega, M G Penedo |
| Place | Palmas de Gran Canaria, Las (España) |
"Intuitive and coherent intraretinal cystoid map representation in Optical Coherence Tomography Images
17th International Conference on Computer Aided Systems Theory (Eurocast 2019)
International
| Authors | Plácido L. Vidal, Joaquim de Moura, J. Novo, M.G. Penedo, M Ortega |
| Place | Palmas de Gran Canaria, Las (España) |
"Fully automatic multi-temporal land cover classification using Sentinel-2 image data
23rd International Conference on Knowledge-Based and Intelligent Information & Engineering Systems - KES'19
International
| Authors | S. Baamonde, Cabana, M., N. Sillero, M.G. Penedo, Naveira, H., J. Novo |
| Place | Budapest (Hungría) |
Computerized tool for the identification and enhanced visualization of Macular Edema regions using OCT scans
ESANN'19. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (CORE B)
International
| Authors | Iago Otero, Plácido L. Vidal, Joaquim de Moura, Jorge Novo Buján, Marcos Ortega Hortas |
| Place | Brujas (Bélgica) |
Cystoid Fluid Color Map Generation in Optical Coherence Tomography Images Using a Densely Connected Convolutional Neural Network
IJCNN'19. International Joint Conference on Neural Networks
International
| Authors | Plácido L. Vidal, Joaquim de Moura, Jorge Novo Buján, Marcos Ortega Hortas |
| Organization | International Neural Network Society |
| Place | Budapest (Hungría) |
Deep Multimodal Reconstruction of Retinal Images Using Paired or Unpaired Data
IJCNN'19. International Joint Conference on Neural Networks
International
| Authors | A. S. Hervella, J. Rouco, Jorge Novo Buján, Marcos Ortega Hortas |
| Organization | International Neural Network Society |
| Place | Budapest (Hungría) |
Deep Feature Analysis in a Transfer Learning-based Approach for the Automatic Identification of Diabetic Macular Edema
IJCNN'19. International Joint Conference on Neural Networks
International
| Authors | Joaquim de Moura, Jorge Novo Buján, Marcos Ortega Hortas |
| Organization | International Neural Network Society |
| Place | Budapest (Hungría) |
Self-Supervised Deep Learning for Retinal Vessel Segmentation Using Automatically Generated Labels from Multimodal Data
IJCNN'19. International Joint Conference on Neural Networks
International
| Authors | A. S. Hervella, J. Rouco, Jorge Novo Buján, Marcos Ortega Hortas |
| Organization | International Neural Network Society |
| Place | Budapest (Hungría) |
Impact of the circular region of interest on the performance of multimodal reconstruction of retinal images
17th International Conference on Computer Aided Systems Theory (Eurocast 2019)
International
| Authors | A. S. Hervella, J. Rouco, Jorge Novo, Marcos Ortega Hortas |
| Place | Palmas de Gran Canaria, Las (España) |
Intraretinal fluid detection by means of a Densely Connected Convolutional Neural Network using Optical Coherence Tomography Images
XoveTIC 2019
International
| Authors | Plácido L. Vidal, Joaquim de Moura, Jorge Novo Buján, Marcos Ortega Hortas |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
Automatic Identification of Diabetic Macular Edema using a Transfer Learning-based Approach
XoveTIC 2019
International
| Authors | Joaquim de Moura, Plácido L. Vidal, Jorge Novo Buján, Marcos Ortega Hortas |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
Paired and unpaired deep generative models on multimodal retinal image reconstruction
XoveTIC 2019
International
| Authors | A. S. Hervella, J. Rouco, Jorge Novo Buján, Marcos Ortega Hortas |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
Automatic tool for the detection, characterization and intuitive visualization of Macular Edema regions in OCT images
XoveTIC 2019
International
| Authors | Iago Otero, Plácido L. Vidal, Joaquim de Moura, Jorge Novo Buján, Marcos Ortega Hortas |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
An end-to-end deep learning approach for simultaneous background modeling and subtraction
30th British Machine Vision Conference, BMVC 2019
International
| Authors | V. M. Mondejar-Guerra, J. Rouco, J. Novo, M. Ortega |
| Place | Cardiff (Reino Unido) |
Automatic identification of macular edema biomarkers using Optical Coherence Tomography scans
17th International Conference on Computer Aided Systems Theory (Eurocast 2019)
International
| Authors | Joaquim de Moura, G. Samagaio, Jorge Novo Buján, Maribel Fernández, Francisco Gómez-Ulla de Irazazábal, Marcos Ortega Hortas |
| Place | Palmas de Gran Canaria, Las (España) |
Retinal vascular analysis in a fully automated method for the segmentation of DRT edemas using OCT images
23rd International Conference on Knowledge-Based and Intelligent Information & Engineering Systems - KES'19
International
| Authors | Joaquim de Moura, J. Novo, P. Charlón, M. Fernández, M. Ortega |
| Place | Budapest (Hungría) |
Automatic wide field registration and mosaicking of OCTA images using vascularity information
23rd International Conference on Knowledge-Based and Intelligent Information & Engineering Systems - KES'19
International
| Authors | M. Díaz González, Joaquim de Moura, J. Novo, M. Ortega |
| Place | Budapest (Hungría) |
Automatic identification and classification of diabetic macular edema using optical coherence tomography images
19th EURETINA Congress Paris
International
| Authors | Maribel Fernández, M. Ortega, P. Almuiña, M. A. Gil, J. de Moura, G. Samagaio, J. Novo, M. Rodríguez, M. Abraldes, F. Gómez Ulla |
| Place | Paris (Francia) |
Background/Foreground Classification using Two Nested Networks
IV Machine Learning Workshop Galicia
National
| Authors | Mondéjar-Guerra, Víctor, Lucía Ramos, J. Rouco, Jorge Novo Buján, Marcos Ortega Hortas |
| Organization | Universidade da Coruña (UDC) |
| Place | Coruña, A (España) |
Learning to segment the retinal vasculature using automatically generated labels from multimodal images
IV Machine Learning Workshop Galicia
National
| Authors | Álvaro S. Hervella, J. Rouco, Jorge Novo Buján, Manuel G. Penedo, Marcos Ortega Hortas |
| Organization | Universidade da Coruña (UDC) |
| Place | Coruña, A (España) |
Automatic extraction of vascularity measurements using OCT-A images"
Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22st International Conference
International
| Authors | M. Diaz, J. Novo, M.G. Penedo, M Ortega |
| Organization | kESS 2018 |
| Place | Belgrado (Serbia y Montenegro) |
Retinal Image Understanding Emerges from Self-Supervised Multimodal Reconstruction
MICCAI'18 - 21st International Conference on Medical Image Computing and Computer Assisted Intervention
International
| Authors | A. Suárez-Hervella, J. Rouco, J. Novo, M. Ortega |
| Place | Granada (España) |
Multi-expert analysis and validation of objective vascular tortuosity measurements
Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22st International Conference
International
| Authors | L. Ramos, Jorge Novo, J. Rouco, S. Romeo, M. D. Álvarez, M. Ortega |
| Organization | kESS 2018 |
| Place | Belgrado (Serbia y Montenegro) |
Multimodal registration of retinal images using domain-specific landmarks and vessel enhancement
Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22st International Conference
International
| Authors | A. S. Hervella, J. Rouco, J. Novo, M Ortega |
| Organization | kESS 2018 |
| Place | Belgrado (Serbia y Montenegro) |
Automatic system for the identification and visualization of the retinal vessel tree using OCT imaging
XoveTIC 2018
Autonomous
| Authors | J. de Moura, J. Novo, N. Barreira, M G Penedo, M Ortega |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
| DOI | https://doi.org/10.3390/proceedings2181168 |
Automatic segmentation and measurement of vascular biomarkers in OCT-A images
XoveTIC 2018
Autonomous
| Authors | M. Díaz González, J. Novo, M.G. Penedo, M Ortega |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
Fluid region analysis and identification via Optical Coherence Tomography image samples
XoveTIC 2018
Autonomous
| Authors | Plácido L. Vidal, Joaquim de Moura, Jorge Novo Buján, J. Rouco, Marcos Ortega Hortas |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
Automatic Identification and Segmentation of Diffuse Retinal Thickening Macular Edemas Using OCT Imaging
XoveTIC 2018
Autonomous
| Authors | G. Samagaio, Joaquim de Moura, Jorge Novo Buján, Marcos Ortega Hortas |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
Learning retinal patterns from multimodal images
XoveTIC 2018
Autonomous
| Authors | A. S. Hervella, J. Rouco, Jorge Novo Buján, Marcos Ortega Hortas |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
Automatic Characterization of Epiretinal Membrane in OCT Images with Supervised Training
XoveTIC 2018
Autonomous
| Authors | S. Baamonde, Joaquim de Moura, Jorge Novo Buján, Noelia Barreira Rodríguez, Marcos Ortega Hortas |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
Artery/vein classification of blood vessel tree in retinal imaging
12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - VISAPP'17
International
| Authors | J. de Moura, J. Novo, M. Ortega, Noelia Barreira, P. Charlón |
| Place | Oporto (Portugal) |
Interactive Three-Dimensional Visualization System of the Vascular Structure in OCT Retinal Images
Sixteenth International Conference on Computer Aided Systems Theory - Eurocast'17
International
| Authors | J. de Moura, J. Novo, M. Ortega, Noelia Barreira, M.G. Penedo |
| Place | Palmas de Gran Canaria, Las (España) |
Automatic vessel detection by means of brightness profile characterization in OCT images
Knowledge-Based and Intelligent Information & Engineering Systems, 21st International Conference, KES-2017
International
| Authors | J. de Moura, Jorge Novo Buján, J. Rouco, M G Penedo, M Ortega |
| Organization | KES International |
| Place | Marsella (Francia) |
Hydra: un sistema web para el análisis, diagnóstico y tratamiento de las enfermedades cardiovasculares.
24 Congreso de la Sociedad Gallega de Hipertensión
Autonomous
| Authors | J.E. Lopez-Paz, Marcos Ortega Hortas, A. Hermida-Ameijeiras, Jorge Novo Buján, Noelia Barreira Rodríguez, M G Penedo, C. Calvo Gómez |
| Organization | Sociedad Gallega de Hipertensión |
| Place | Sanxenxo (España) |
Feature definition, analysis and selection for cystoid region characterization in Optical Coherence Tomography
Knowledge-Based and Intelligent Information & Engineering Systems, 21st International Conference, KES-2017
International
| Authors | J. de Moura, Plácido L. Vidal, J. Novo, J. Rouco, M Ortega |
| Organization | KES International |
| Place | Marsella (Francia) |
Automatic identification of intraretinal cystoid regions in Optical Coherence Tomography
16th Conference of Artificial Intelligence in Medicine (AIME'17)
International
| Authors | J. de Moura, J. Novo, J. Rouco, M G Penedo, M Ortega |
| Place | Viena (Austria) |
Automatic Detection of Epiretinal Membrane in OCT Images by Means of Local Luminosity Patterns
XXX
International
| Authors | S. Baamonde, J. de Moura, J. Novo, M Ortega |
| Place | Cádiz (España) |
Automatic Detection of Blood Vessels in Retinal OCT Images
IWINAC 2017 - International Work conference on the Interplay between Natural and Artificial Computation
International
| Authors | J. de Moura, J. Novo, J. Rouco, M G Penedo, M Ortega |
| Place | Coruña, A (España) |
Feature definition and selection for epiretinal membrane characterization in Optical Coherence Tomography images
19th International Conference on Image Analysis and Processing (ICIAP 2017)
International
| Authors | S. Baamonde, J. de Moura, J. Novo, J. Rouco, M Ortega |
| Place | Catania (Italia) |
Optical Coherence Tomography Denoising by Means of a Fourier Butterworth Filter-based Approach
19th International Conference on Image Analysis and Processing (ICIAP 2017)
International
| Authors | G. Samagaio, J. de Moura, J. Novo, M. Ortega |
| Place | Catania (Italia) |
Analysis of morning blood pressure surge measured by 48h-ABPM
24º Congreso Gallego de Hipertensión
Autonomous
| Authors | R. Ruido, J.E. Lopez-Paz, A. Hermida, J. Novo, M.G. Penedo, C. Calvo |
| Place | Sanxenxo (España) |
Evaluation of the Degree of Malignancy of Lung Nodules in Computed Tomography Images
12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - VISAPP'17
International
| Authors | L. Gonçalves, Jorge Novo Buján, A. Cunha, A. Campilho |
| Place | Oporto (Portugal) |
Feature definition, analysis and selection for lung nodule classification in chest computerized tomography images
European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. ESANN'16
International
| Authors | L. Gonçalves, Jorge Novo, A. Campilho |
| Place | Bruselas (Bélgica) |
Central medialness adaptive strategy for 3D lung nodule segmentation in thoracic CT images
13th International Conference on Image Analysis and Recognition, ICIAR 2016
International
| Authors | L. Gonçalves, J. Novo, A. Campilho |
| Place | Povoa de Varzim (Portugal) |
"White Coat" Effect Study as a Subclinical Target Organ Damage by Means of a Web Platform
4th KES International Conference on Innovation in Medicine and Healthcare, InMed 2016
International
| Authors | J. Novo, A. Hermida, M Ortega, N. Barreira, M G Penedo, J.E. López, Carlos Calvo Gómez |
| Place | Puerto de la Cruz (España) |
| DOI | https://doi.org/10.1007/978-3-319-39687-3_27 |
Vessel tree extraction and depth estimation with OCT images
17th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2016
International
| Authors | J. de Moura, J. Novo, M Ortega, N. Barreira, M G Penedo |
| Organization | Asociación Española de Inteligencia Artificial |
| Place | Salamanca (España) |
| DOI | https://doi.org/10.1007/978-3-319-44636-3_3 |
A virtual bench to explain geometric optics using Matlab Guide Environment
EDULEARN'16, 8th annual International Conference on Education and New Learning Technologies
International
| Authors | A.I. Gómez-Varela, F.S. Vara, N. Barreira, M Ortega, J. Novo, M G Penedo, M.T. Flores-Arias, C. Bao-Varela |
| Place | Barcelona (España) |
3D retinal vessel tree segmentation and reconstruction with OCT images
13th International Conference on Image Analysis and Recognition, ICIAR 2016
International
| Authors | J. de Moura, J. Novo, M. Ortega, P. Charlón |
| Place | Povoa de Varzim (Portugal) |
3D lung nodule candidate detection in multiple scales
MVA2015 IAPR International Conference on Machine Vision Applications
International
| Authors | Jorge Novo, L. Gonçalves, A. Mendonça, A. Campilho |
| Organization | IAPR - International Association of Pattern Recognition |
| Place | Tokio (Japón) |
Computer Aided Diagnostic for the Classification of Lung Nodules
International Conference of the IEEE Engineering in Medicine and Biology Society. EMBC'15
International
| Authors | L. Gonçalves, Jorge Novo, A. Campilho |
| Organization | IEEE Communitation Society |
| Place | Milán (Italia) |
Automatic Lung Nodule Classification in Chest Computerized Tomography Images
Bioimaging 2015. International Symposium in Applied Bioimaging.
International
| Authors | L. Gonçalves, Jorge Novo, A. Campilho |
| Organization | INEB |
| Place | Porto (Portugal) |
Emergent segmentation of topological active nets by means of evolutionary obtained artificial neural networks
International Conference on Agents and Artificial Intelligence (ICAART'13)
International
| Authors | C. V. Sierra, J. Novo, J. Santos, M G Penedo |
| Organization | Institute for Systems and Technologies of Information, Control and Communication (INSTICC) |
| Place | Barcelona (España) |
Using evolutionary Multiobjective Optimization for deformable models in image segmentation
International Conference on Medical Imaging using Bio-inspired and Soft Computing (MIBISOC 2013)
International
| Authors | J. Novo, J. Santos, M G Penedo |
| Organization | European Centre for Soft Computing |
| Place | Bruselas (Bélgica) |
Unified methodology for evaluating vessel tree tortuosity metrics in eye fundus images
26th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2013)
International
| Authors | L. Sánchez, J. Novo, A. Fernández, J. M. Barja |
| Place | Porto (Portugal) |
Cost Function Selection for a Graph-based Segmentation in OCT Retinal Images.
International Conference On Computer Aided Systems Theory. Eurocast 2013
International
| Authors | A. González, M G Penedo, S. G. Vazquez, J. Novo, P. Charlón |
| Organization | Universidad de Las Palmas de Gran Canaria (ULPGC) |
| Place | Palmas de Gran Canaria, Las (España) |
Evolved artificial neural networks for controlling Topological Active Nets deformation and for medical image segmentation
International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES'12)
International
| Authors | Cristina V. Sierra, J. Novo, J. Santos, M G Penedo |
| Organization | KES International |
| Place | Donostia-San Sebastián (España) |
Multiobjective optimization of the 3D Topological Active Volume segmentation model
International Conference on Agents and Artificial Intelligence (ICAART'11)
International
| Authors | J. Novo, M G Penedo, José Santos Reyes |
| Organization | Institute for Systems and Technologies of Information, Control and Communication (INSTICC) |
| Place | Roma (Italia) |
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 |
Optimization of Topological Active Models with Multiobjective Evolutionary Algorithms
ICPR 2010 - 20th International Conference on Pattern Recognition
International
| Authors | Jorge Novo Buján, José Santos Reyes, M G Penedo, Alba Fernández Arias |
| Place | Estambul (Turquía) |
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) |
Topological Active Volumes Optimization with Genetic Approaches
CAEPIA-TIIA 2007, XII Conferencia de la Asociación Española para la Inteligencia Artificial
International
| Authors | Jorge Novo Buján, Noelia Barreira Rodríguez, M G Penedo, José Santos Reyes |
| Place | Salamanca (España) |
Academic or management positions held by teacher.