PhD José Rouco Maseda  

(AXU-DR)

Department Computer Science
Knowledgment area Computational Science and Artificial Intelligence
Research  Research group Grupo de Visión Artificial y Reconocimiento de Patrones
Research lines No data available from Curriculum Management System at UDC. (SUXI).
Contacto UDC directory
Orcid id0000-0003-4407-9091 ResearcherIDA-7255-2011 Scopus23475243900

Teaching

Subjects taught

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

Subject and involved studies Total hours
Advanced Medical Visualization
Master in Bioinformatics for Health Sciences
10
Computer Science Preliminaries
Degree in Computer Engineering
52
Computer Vision
Degree in Computer Engineering
21
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
8
Human Machine Interfaces
Degree in Computer Engineering
90
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
Neuroengineering and Innovation in Neuroscience
Master in Bioinformatics for Health Sciences
10.5
Subject and involved studies Total hours
Advanced Medical Visualization
Master in Bioinformatics for Health Sciences
10
Analysis of Biomedical Images
Master in Bioinformatics for Health Sciences
8
Computer Science Preliminaries
Degree in Computer Engineering
31
Computer Vision
Degree in Computer Engineering
42
Human Machine Interfaces
Degree in Computer Engineering
90
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
38
Neuroengineering and Innovation in Neuroscience
Master in Bioinformatics for Health Sciences
5.5
Subject and involved studies Total hours
Computer Science
Automation and Industrial Electronics Engineering
Degree in Electrical Engineering
141
Computting
Degree in Industrial Technology Engineering
Degree in Mechanical Engineering
143
Subject and involved studies Total hours
Computer Graphics
Computer Engineering
Information Systems Technician
Management Software Technician
13
Discrete Mathematics II
Computer Engineering
20
User Interfaces
Computer Engineering
Information Systems Technician
Management Software Technician
27
Subject and involved studies Total hours
Connection Systems
Computer Engineering
20
Programming Technology
Computer Engineering
13
User Interfaces
Computer Engineering
Information Systems Technician
Management Software Technician
27

Defined tutoring by teacher for 2018/2019 academic course.

Faculty of Computer Science

Quarter Day Site
1st quarter Monday
11:00 a 13:00
Edificio Área Científica D1.05
1st quarter Tuesday
16:00 a 18:00
Edificio Área Científica D1.05
1st quarter Tuesday
11:00 a 13:00
Edificio Área Científica D1.05

EOG works and final master thesis directed

Directed or codirected by current teacher since 2013 year.

Comparative study of recurrent neural network topologies for the prediction of water and electicity comsumption
Deep learning models with architectural variants at the input layers for the prediction of consumption from time series

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 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 Carmona Suárez
Type Proyecto Programas Nacionales
Dates From 01/01/2019 to 31/12/2022

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

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

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

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

Medicina personalizada en la degeneración macular asociada a la edad en base a técnicas de imagen, farmacocinética y farmacogenética (ImagePKgen-DMAE)

Funding entity Instituto de Salud Carlos III (ISCIII)
Main researches Francisco Gómez-Ulla de Irazazabal
Type Proyecto Programas Nacionales
Dates From 01/01/2018 to 31/12/2020

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

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

Axudas para 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

UMI UDC NAVANTIA O estaleiro do futuro

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

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

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

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

Artery/vein vessel tree identification in near-infrared reflectance retinographies

Authors Joaquim de Moura, Jorge Novo Buján, J. Rouco, P. Charlón, M Ortega
Journal JOURNAL OF DIGITAL IMAGING (pages 1 to 16)
DOI https://doi.org/10.1007/s10278-019-00235-x

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

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

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

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

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

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

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

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

Classification of breast cancer histology images using Convolutional Neural Networks

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

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

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

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

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, P. L. Vidal, J. Novo, J. Rouco, M Ortega
Organization KES International
Place Marsella (Francia)

Automatic identification of intraretinal cystoid regions in Optical Coherence Tomography
16th Conference of Artificial Intelligence in Medicine (AIME'17)
International

Authors J. de Moura, J. Novo, J. Rouco, M G Penedo, M Ortega
Place Viena (Austria)

Automatic Detection of Blood Vessels in Retinal OCT Images
IWINAC 2017 - International Work conference on the Interplay between Natural and Artificial Computation
International

Authors J. de Moura, J. Novo, J. Rouco, M G Penedo, M Ortega
Place Coruña, A (España)

Feature definition and selection for epiretinal membrane characterization in Optical Coherence Tomography images
19th International Conference on Image Analysis and Processing (ICIAP 2017)
International

Authors S. Baamonde, J. de Moura, J. Novo, J. Rouco, M Ortega
Place Catania (Italia)