PhD Jorge Novo Buján  

(AXU-DR)

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

Teaching

Subjects taught

This section shows the teaching given in degrees, masters and other officers studies in last 6 years.

Subject and involved studies Total hours
Analysis of Biomedical Images
Master in Bioinformatics for Health Sciences
14
Computer Vision
Degree in Computer Engineering
2
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
8
Final Year Dissertation. Mention in Information Technology
Degree in Computer Engineering
4
Final Year Dissertation. Mention in Software Engineering
Degree in Computer Engineering
4
Human Machine Interfaces
Degree in Computer Engineering
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
16
Theoretical Computer Science
Degree in Computer Engineering
56
Subject and involved studies Total hours
Analysis of Biomedical Images
Master in Bioinformatics for Health Sciences
14
Computer Vision
Degree in Computer Engineering
2
Degree Thesis Project
Computer Engineering
4
Human Machine Interfaces
Degree in Computer Engineering
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
39
Theoretical Computer Science
Degree in Computer Engineering
42
Subject and involved studies Total hours
Analysis of Biomedical Images
Master in Bioinformatics for Health Sciences
22
Computer Vision
Degree in Computer Engineering
14
Final Year Dissertation. Mention in Software Engineering
Degree in Computer Engineering
2.7
Human Machine Interfaces
Degree in Computer Engineering
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
69
Theoretical Computer Science
Degree in Computer Engineering
28
Subject and involved studies Total hours
Algorithms
Degree in Computer Engineering
30
Human Machine Interfaces
Degree in Computer Engineering
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
67
Information Systems Analysis
Master's in Computer Engineering
32
Information Systems Analysis and Development
Degree in Computer Engineering
32
Programming II
Degree in Computer Engineering
35
Theoretical Computer Science
Degree in Computer Engineering
42
Subject and involved studies Total hours
Computer Science
Automation and Industrial Electronics Engineering
Degree in Electrical Engineering
110
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
5
Final Year Dissertation. Mention in Software Engineering
Degree in Computer Engineering
13
Human Machine Interfaces
Degree in Computer Engineering
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
17

Defined tutoring by teacher for 2019/2020 academic course.

Faculty of Computer Science

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
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

EOG works and final master thesis directed

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

Research results

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, A. 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

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)