| Department | Computer Science and Information Technology |
| 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 |
| Keywords | computer vision, image processing, pattern recognition, biomedical image analysis, machine learning |
| 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 | Total hours |
|---|---|---|
| Analysis of Biomedical Images | Compulsory | 18 |
| Computer Vision | Optional | 16 |
| Final Year Dissertation | Compulsory | 4 |
| Final Year Dissertation. Mention in Computer Science | Compulsory | 8 |
| Final Year Dissertation. Mention in Information Technology | Compulsory | 4 |
| Human Machine Interfaces | Compulsory | 10 |
| Information and Communication Technologies | Core | 4 |
| Theoretical Computer Science | Optional | 56 |
| Subject and involved studies | Type | Total hours |
|---|---|---|
|
Analysis of Biomedical Images
Master in Bioinformatics for Health Sciences
|
Compulsory | 14 |
|
Computer Vision
Degree in Computer Engineering
|
Optional | 2 |
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 8 |
|
Final Year Dissertation. Mention in Information Technology
Degree in Computer Engineering
|
Compulsory | 4 |
|
Final Year Dissertation. Mention in Software Engineering
Degree in Computer Engineering
|
Compulsory | 4 |
|
Human Machine Interfaces
Degree in Computer Engineering
|
Compulsory | 5 |
|
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 simultaneidad del Grado en Inglés: Estudios Lingüísticos y Literarios y el Grado en Español: Estudios Lingüísticos y Literarios
Programa de simultaneidad del Grado en Inglés: Estudios Lingüísticos y Literarios y el Grado en Gallego y Portugués: Estudios Lingüísticos y Literarios
|
Core | 16 |
|
Theoretical Computer Science
Degree in Computer Engineering
|
Optional | 56 |
| Subject and involved studies | Type | Total hours |
|---|---|---|
|
Analysis of Biomedical Images
Master in Bioinformatics for Health Sciences
|
Compulsory | 14 |
|
Computer Vision
Degree in Computer Engineering
|
Optional | 2 |
|
Degree Thesis Project
Computer Engineering
|
Compulsory | 4 |
|
Human Machine Interfaces
Degree in Computer Engineering
|
Compulsory | 20 |
|
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 simultaneidad del Grado en Inglés: Estudios Lingüísticos y Literarios y el Grado en Español: Estudios Lingüísticos y Literarios
Programa de simultaneidad del Grado en Inglés: Estudios Lingüísticos y Literarios y el Grado en Gallego y Portugués: Estudios Lingüísticos y Literarios
|
Core | 39 |
|
Theoretical Computer Science
Degree in Computer Engineering
|
Optional | 42 |
| Subject and involved studies | Type | Total hours |
|---|---|---|
|
Analysis of Biomedical Images
Master in Bioinformatics for Health Sciences
|
Compulsory | 22 |
|
Computer Vision
Degree in Computer Engineering
|
Optional | 14 |
|
Final Year Dissertation. Mention in Software Engineering
Degree in Computer Engineering
|
Compulsory | 2.7 |
|
Human Machine Interfaces
Degree in Computer Engineering
|
Compulsory | 108 |
|
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 simultaneidad del Grado en Inglés: Estudios Lingüísticos y Literarios y el Grado en Español: Estudios Lingüísticos y Literarios
Programa de simultaneidad del Grado en Inglés: Estudios Lingüísticos y Literarios y el Grado en Gallego y Portugués: Estudios Lingüísticos y Literarios
|
Core | 69 |
|
Theoretical Computer Science
Degree in Computer Engineering
|
Optional | 28 |
| Subject and involved studies | Type | Total hours |
|---|---|---|
|
Algorithms
Degree in Computer Engineering
|
Compulsory | 30 |
|
Human Machine Interfaces
Degree in Computer Engineering
|
Compulsory | 71 |
|
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 simultaneidad del Grado en Inglés: Estudios Lingüísticos y Literarios y el Grado en Español: Estudios Lingüísticos y Literarios
Programa de simultaneidad del Grado en Inglés: Estudios Lingüísticos y Literarios y el Grado en Gallego y Portugués: Estudios Lingüísticos y Literarios
|
Core | 67 |
|
Information Systems Analysis
Master's in Computer Engineering
|
Compulsory | 32 |
|
Information Systems Analysis and Development
Degree in Computer Engineering
|
Optional | 32 |
|
Programming II
Degree in Computer Engineering
|
Core | 35 |
|
Theoretical Computer Science
Degree in Computer Engineering
|
Optional | 42 |
| Subject and involved studies | Type | Total hours |
|---|---|---|
|
Computer Science
Automation and Industrial Electronics Engineering
Degree in Electrical Engineering
|
Core | 110 |
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 5 |
|
Final Year Dissertation. Mention in Software Engineering
Degree in Computer Engineering
|
Compulsory | 13 |
|
Human Machine Interfaces
Degree in Computer Engineering
|
Compulsory | 15 |
|
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
|
Core | 17 |
Defined tutoring by teacher for 2019/2020 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
11:30 a 13:30 |
Edificio Área Científica, despacho 1.06 |
| 2nd quarter |
Wednesday
17:30 a 19:30 |
Edificio Área Científica, despacho 1.06 |
| 2nd quarter |
Thursday
11:30 a 13:30 |
Edificio Área Científica, despacho 1.06 |
Directed or codirected by current teacher since 2013 year.
| 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 |
| Automatic mosaic composition using OCTA images |
| Extraction and visualization of the cornea-lens relation in AS-OCT images |
| Macular edema diagnossis by means of the automatic identification and characterization of regions of interest in OCT eye fundus images |
| Web application for the creation of density maps of photorreceptors in OCT images |
| Cystoid zone extraction in OCT images of the eye fundus |
| Identification of blood vessel in OCT images of eye fundus. |
| Integration of high level functionalities in a platform of smart video management |
| Platform for CT image management in lung cancer analysis |
| Web Application for human behavior analysis in crowded scenes |
Select merit type and year to query research merits.
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 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 |
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 |
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 |
Axudas para acreditación, estructuración e mellora de Centros de Investigación Singulares do Sistema Universitario de Galicia
| Funding entity | Consellería de Cultura, Educación e Ordenación Universitaria |
| Main researches | M. G. 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 |
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 |
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 |
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 |
Intraretinal fluid identification via enhanced maps using Optical Coherence Tomography images
| Authors | Joaquim de Moura, J. Novo, M.G. Penedo, M Ortega, Plácido L. Vidal |
| 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 | PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE (ICCS) 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 | PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE (ICCS) (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) |
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, L. Wang, 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) |
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 |
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 |
Artery/vein classification of blood vessel tree in retinal imaging
12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - VISAPP'17
International
| Authors | J. de Moura, J. Novo, M. Ortega, Noelia Barreira, P. Charlón |
| Place | Oporto (Portugal) |
Interactive Three-Dimensional Visualization System of the Vascular Structure in OCT Retinal Images
Sixteenth International Conference on Computer Aided Systems Theory - Eurocast'17
International
| Authors | J. de Moura, J. Novo, M. Ortega, Noelia Barreira, M.G. Penedo |
| Place | Palmas de Gran Canaria, Las (España) |
Automatic vessel detection by means of brightness profile characterization in OCT images
Knowledge-Based and Intelligent Information & Engineering Systems, 21st International Conference, KES-2017
International
| Authors | J. de Moura, Jorge Novo Buján, J. Rouco, M G Penedo, M Ortega |
| Organization | KES International |
| Place | Marsella (Francia) |
Feature definition, analysis and selection for cystoid region characterization in Optical Coherence Tomography
Knowledge-Based and Intelligent Information & Engineering Systems, 21st International Conference, KES-2017
International
| Authors | J. de Moura, Plácido L. Vidal, J. Novo, J. Rouco, M Ortega |
| Organization | KES International |
| Place | Marsella (Francia) |
Automatic identification of intraretinal cystoid regions in Optical Coherence Tomography
16th Conference of Artificial Intelligence in Medicine (AIME'17)
International
| Authors | J. de Moura, J. Novo, J. Rouco, M G Penedo, M Ortega |
| Place | Viena (Austria) |
Automatic Detection of Epiretinal Membrane in OCT Images by Means of Local Luminosity Patterns
XXX
International
| Authors | S. Baamonde, J. de Moura, J. Novo, M Ortega |
| Place | Cádiz (España) |
Automatic Detection of Blood Vessels in Retinal OCT Images
IWINAC 2017 - International Work conference on the Interplay between Natural and Artificial Computation
International
| Authors | J. de Moura, J. Novo, J. Rouco, M G Penedo, M Ortega |
| Place | Coruña, A (España) |
Feature definition and selection for epiretinal membrane characterization in Optical Coherence Tomography images
19th International Conference on Image Analysis and Processing (ICIAP 2017)
International
| Authors | S. Baamonde, J. de Moura, J. Novo, J. Rouco, M Ortega |
| Place | Catania (Italia) |
Optical Coherence Tomography Denoising by Means of a Fourier Butterworth Filter-based Approach
19th International Conference on Image Analysis and Processing (ICIAP 2017)
International
| Authors | G. Samagaio, J. de Moura, J. Novo, M. Ortega |
| Place | Catania (Italia) |
"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) |
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) |
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) |
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) |