José Rouco

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 52

Top Topics

Diabetic Retinopathy

Top Venues

Comput. Biol. Medicine

Publications

Álvaro S. Hervella, Lucía Ramos, José Rouco, Jorge Novo, Marcos Ortega
Explainable artificial intelligence for the automated assessment of the retinal vascular tortuosity. Medical Biol. Eng. Comput. 62 (3) (2024)
David Rivas-Villar, Álvaro S. Hervella, José Rouco, Jorge Novo
ConKeD++ - Improving descriptor learning for retinal image registration: A comprehensive study of contrastive losses. CoRR (2024)
Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
Multi-Adaptive Optimization for multi-task learning with deep neural networks. Neural Networks 170 (2024)
David Rivas-Villar, Álvaro S. Hervella, José Rouco, Jorge Novo
ConKeD: Multiview contrastive descriptor learning for keypoint-based retinal image registration. CoRR (2024)
Daniel Iglesias Morís, Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
Context encoder transfer learning approaches for retinal image analysis. Comput. Biol. Medicine 152 (2023)
José Morano, Álvaro S. Hervella, José Rouco, Jorge Novo, José Ignacio Fernández-Vigo, Marcos Ortega
Weakly-supervised detection of AMD-related lesions in color fundus images using explainable deep learning. Comput. Methods Programs Biomed. 229 (2023)
Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
Multimodal image encoding pre-training for diabetic retinopathy grading. Comput. Biol. Medicine 143 (2022)
José Morano, Álvaro S. Hervella, José Rouco, Jorge Novo, José Ignacio Fernández-Vigo, Marcos Ortega
Improving AMD Diagnosis by the Simultaneous Identification of Associated Retinal Lesions. ICIAP (1) (2022)
Kristen M. Meiburger, Francesco Marzola, Guillaume Zahnd, Francesco Faita, Christos P. Loizou, Nolann Lainé, Catarina Carvalho, David A. Steinman, Lorenzo Gibello, Rosa Maria Bruno, Ricarda Clarenbach, Martina Francesconi, Andrew Nicolaides, Hervé Liebgott, Aurélio Campilho, Reza Ghotbi, Efthyvoulos Kyriacou, Nassir Navab, Maura Griffin, Andrie G. Panayiotou, Rachele Gherardini, Gianfranco Varetto, Elisabetta Bianchini, Constantinos S. Pattichis, Lorenzo Ghiadoni, José Rouco, Maciej Orkisz, Filippo Molinari
Carotid Ultrasound Boundary Study (CUBS): Technical considerations on an open multi-center analysis of computerized measurement systems for intima-media thickness measurement on common carotid artery longitudinal B-mode ultrasound scans. Comput. Biol. Medicine 144 (2022)
Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
Retinal microaneurysms detection using adversarial pre-training with unlabeled multimodal images. Inf. Fusion 79 (2022)
José Morano, Álvaro S. Hervella, José Rouco, Jorge Novo, José Ignacio Fernández-Vigo, Marcos Ortega
Weakly-supervised detection of AMD-related lesions in color fundus images using explainable deep learning. CoRR (2022)
Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
End-to-end multi-task learning for simultaneous optic disc and cup segmentation and glaucoma classification in eye fundus images. Appl. Soft Comput. 116 (2022)
Joaquim de Moura, Plácido L. Vidal, Jorge Novo, José Rouco, Manuel G. Penedo, Marcos Ortega
Feature definition and comprehensive analysis on the robust identification of intraretinal cystoid regions using optical coherence tomography images. Pattern Anal. Appl. 25 (1) (2022)
David Rivas-Villar, José Morano, José Rouco, Manuel G. Penedo, Jorge Novo
Deep Features-Based Approaches for Phytoplankton Classification in Microscopy Images. EUROCAST (2022)
David Rivas-Villar, Álvaro S. Hervella, José Rouco, Jorge Novo
Deep learning-based detection of domain-specific retinal landmarks for color fundus image registration. XoveTIC (2022)
José Morano, Álvaro S. Hervella, José Rouco, Jorge Novo, José Ignacio Fernández-Vigo, Marcos Ortega
Improving AMD diagnosis by the simultaneous identification of associated retinal lesions. CoRR (2022)
José Morano, David Rivas-Villar, Álvaro S. Hervella, José Rouco, Jorge Novo
Impact of Increased Centerline Weight on the Joint Segmentation and Classification of Arteries and Veins in Color Fundus Images. EUROCAST (2022)
José Morano, Álvaro S. Hervella, Jorge Novo, José Rouco
Simultaneous segmentation and classification of the retinal arteries and veins from color fundus images. CoRR (2022)
David Rivas-Villar, Álvaro S. Hervella, José Rouco, Jorge Novo
Color fundus image registration using a learning-based domain-specific landmark detection methodology. Comput. Biol. Medicine 140 (2022)
José Morano, Álvaro S. Hervella, Jorge Novo, José Rouco
Web-based platform for the automatic analysis and visualization of vascular diagnostic markers in ophthalmological images. XoveTIC (2022)
Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
Self-supervised multimodal reconstruction pre-training for retinal computer-aided diagnosis. Expert Syst. Appl. 185 (2021)
Daniel I. Morís, Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
Context encoder self-supervised approaches for eye fundus analysis. IJCNN (2021)
David Rivas-Villar, José Rouco, Rafael Carballeira, Manuel G. Penedo, Jorge Novo
Fully automatic detection and classification of phytoplankton specimens in digital microscopy images. Comput. Methods Programs Biomed. 200 (2021)
José Morano, Álvaro S. Hervella, Jorge Novo, José Rouco
Simultaneous segmentation and classification of the retinal arteries and veins from color fundus images. Artif. Intell. Medicine 118 (2021)
Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
Self-supervised multimodal reconstruction of retinal images over paired datasets. Expert Syst. Appl. 161 (2020)
José Morano, Álvaro S. Hervella, Noelia Barreira, Jorge Novo, José Rouco
Multimodal Transfer Learning-Based Approaches for Retinal Vascular Segmentation. ECAI (2020)
Álvaro S. Hervella, Lucía Ramos, José Rouco, Jorge Novo, Marcos Ortega
Multi-Modal Self-Supervised Pre-Training for Joint Optic Disc and Cup Segmentation in Eye Fundus Images. ICASSP (2020)
José Morano, Álvaro S. Hervella, Noelia Barreira, Jorge Novo, José Rouco
Multimodal Transfer Learning-based Approaches for Retinal Vascular Segmentation. CoRR (2020)
Joaquim de Moura, Plácido L. Vidal, Jorge Novo, José Rouco, Manuel G. Penedo, Marcos Ortega
Intraretinal Fluid Pattern Characterization in Optical Coherence Tomography Images. Sensors 20 (7) (2020)
David Rivas-Villar, José Rouco, Manuel G. Penedo, Rafael Carballeira, Jorge Novo
Automatic Detection of Freshwater Phytoplankton Specimens in Conventional Microscopy Images. Sensors 20 (22) (2020)
Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
Learning the retinal anatomy from scarce annotated data using self-supervised multimodal reconstruction. Appl. Soft Comput. 91 (2020)
Álvaro S. Hervella, José Rouco, Jorge Novo, Manuel G. Penedo, Marcos Ortega
Deep multi-instance heatmap regression for the detection of retinal vessel crossings and bifurcations in eye fundus images. Comput. Methods Programs Biomed. 186 (2020)
Víctor Manuel Mondéjar-Guerra, José Rouco, Jorge Novo, Marcos Ortega
An end-to-end deep learning approach for simultaneous background modeling and subtraction. BMVC (2019)
Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
Deep Multimodal Reconstruction of Retinal Images Using Paired or Unpaired Data. IJCNN (2019)
Shaon Sutradhar, José Rouco, Marcos Ortega
Unsupervised Anomaly Map for Image-Based Screening. EUROCAST (2) (2019)
Joaquim de Moura, Jorge Novo, José Rouco, Pablo Charlón, Marcos Ortega
Artery/Vein Vessel Tree Identification in Near-Infrared Reflectance Retinographies. J. Digit. Imaging 32 (6) (2019)
Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
Impact of the Circular Region of Interest on the Performance of Multimodal Reconstruction of Retinal Images. EUROCAST (2) (2019)
Shaon Sutradhar, José Rouco, Marcos Ortega
Blind-spot network for image anomaly detection: A new approach to diabetic retinopathy screening. ESANN (2019)
Víctor Manuel Mondéjar-Guerra, Jorge Novo, José Rouco, Marcos Ortega, Manuel G. Penedo
Automatic ECG Screening as a Supporting Tool on a Telemedicine Framework. EUROCAST (2) (2019)
Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
Self-Supervised Deep Learning for Retinal Vessel Segmentation Using Automatically Generated Labels from Multimodal Data. IJCNN (2019)
Víctor Manuel Mondéjar-Guerra, Jorge Novo, José Rouco, Manuel G. Penedo, Marcos Ortega
Heartbeat classification fusing temporal and morphological information of ECGs via ensemble of classifiers. Biomed. Signal Process. Control. 47 (2019)
Lucía Ramos, Jorge Novo, José Rouco, S. Romeo, M. D. Álvarez, Marcos Ortega
Multi-expert analysis and validation of objective vascular tortuosity measurements. KES (2018)
Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
Retinal Image Understanding Emerges from Self-Supervised Multimodal Reconstruction. MICCAI (1) (2018)
Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
Multimodal registration of retinal images using domain-specific landmarks and vessel enhancement. KES (2018)
José Rouco, Catarina B. Carvalho, Ana Domingues, Elsa Azevedo, Aurélio Campilho
A robust anisotropic edge detection method for carotid ultrasound image processing. KES (2018)
Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega
Multimodal Registration of Retinal Images Using Domain-Specific Landmarks and Vessel Enhancement. CoRR (2018)
Joaquim de Moura, Jorge Novo, José Rouco, Manuel G. Penedo, Marcos Ortega
Automatic vessel detection by means of brightness profile characterization in OCT images. KES (2017)
Sergio Baamonde, Joaquim de Moura, Jorge Novo, José Rouco, Marcos Ortega
Feature Definition and Selection for Epiretinal Membrane Characterization in Optical Coherence Tomography Images. ICIAP (2) (2017)
Joaquim de Moura, Jorge Novo, José Rouco, Manuel G. Penedo, Marcos Ortega
Automatic Identification of Intraretinal Cystoid Regions in Optical Coherence Tomography. AIME (2017)
Joaquim de Moura, Plácido L. Vidal, Jorge Novo, José Rouco, Marcos Ortega
Feature definition, analysis and selection for cystoid region characterization in Optical Coherence Tomography. KES (2017)
Joaquim de Moura, Jorge Novo, José Rouco, Manuel G. Penedo, Marcos Ortega
Automatic Detection of Blood Vessels in Retinal OCT Images. IWINAC (2) (2017)
José Rouco, Elsa Azevedo, Aurélio Campilho
Automatic Lumen Detection on Longitudinal Ultrasound B-Mode Images of the Carotid Using Phase Symmetry. Sensors 16 (3) (2016)
Teresa Araujo, Guilherme Aresta, José Rouco, Carmen Ferreira, Elsa Azevedo, Aurélio J. C. Campilho
Optical Flow Based Approach for Automatic Cardiac Cycle Estimation in Ultrasound Images of the Carotid. ICIAR (2015)
José Rouco, Jorge Novo, Aurélio J. C. Campilho
On the Automatic Normalization of Plaque Regions in Ultrasound Images of the Carotid. ICIAR (2) (2014)
Jorge Novo, José Rouco, Ana Maria Mendonça, Aurélio J. C. Campilho
Reliable Lung Segmentation Methodology by Including Juxtapleural Nodules. ICIAR (2) (2014)
José Rouco, Aurélio J. C. Campilho
Robust common carotid artery lumen detection in B-mode ultrasound images using local phase symmetry. ICASSP (2013)
David Calvo, Marcos Ortega, Manuel G. Penedo, José Rouco
Automatic detection and characterisation of retinal vessel tree bifurcations and crossovers in eye fundus images. Comput. Methods Programs Biomed. 103 (1) (2011)
Lucía Ramos, Jorge Novo, José Rouco, Antonio Mosquera González, Manuel G. Penedo
Color Video Segmentation by Dissimilarity Based on Edges. HAIS (2) (2010)
Marcos Ortega, Manuel G. Penedo, José Rouco, Noelia Barreira, María J. Carreira
Personal verification based on extraction and characterisation of retinal feature points. J. Vis. Lang. Comput. 20 (2) (2009)
Marcos Ortega, José Rouco, Jorge Novo, Manuel G. Penedo
Vascular Landmark Detection in Retinal Images. EUROCAST (2009)
José Rouco, Manuel G. Penedo, Marcos Ortega, Antonio Mosquera González
Texture Description in Local Scale Using Texton Histograms with Universal Dictionary. DICTA (2009)
Marcos Ortega, Manuel G. Penedo, José Rouco, Noelia Barreira, María J. Carreira
Retinal Verification Using a Feature Points-Based Biometric Pattern. EURASIP J. Adv. Signal Process. 2009 (2009)
David Calvo, Marcos Ortega, Manuel G. Penedo, José Rouco
Characterisation of Feature Points in Eye Fundus Images. CIARP (2009)
David Calvo, Marcos Ortega, Manuel G. Penedo, José Rouco, Beatriz Remeseiro
Characterisation of Retinal Feature Points Applied to a Biometric System. ICIAP (2009)
Noelia Barreira, Manuel G. Penedo, Marcos Ortega, José Rouco
On the Improvement of the Topological Active Volumes Model - A Tetrahedral Approach. VISAPP (1) (2008)
Noelia Barreira, Manuel G. Penedo, Carmen Alonso-Montes, José Rouco
Handling Topological Changes in the Topological Active Volumes Model. ICIAR (2008)
José Rouco, Marta Penas, Manuel G. Penedo, Marcos Ortega, Carmen Alonso-Montes
Certainty Measure of Pairwise Line Segment Perceptual Relations Using Fuzzy Logic. CIARP (2007)
José Rouco, Noelia Barreira, Manuel G. Penedo, Xosé M. Pardo
Based Segmentation. IbPRIA (1) (2005)