Conversion into Three-Dimensional Implicit Surface Representation from Topological Active Volumes Based Segmentation. - José Rouco; Noelia Barreira; Manuel G. Penedo; Xosé M. Pardo (IbPRIA (1), 2005)

Certainty Measure of Pairwise Line Segment Perceptual Relations Using Fuzzy Logic. - José Rouco; Marta Penas; Manuel G. Penedo; Marcos Ortega 001; Carmen Alonso-Montes (CIARP, 2007)

Handling Topological Changes in the Topological Active Volumes Model. - Noelia Barreira; Manuel G. Penedo; Carmen Alonso-Montes; José Rouco (ICIAR, 2008)

On the Improvement of the Topological Active Volumes Model - A Tetrahedral Approach. - Noelia Barreira; Manuel G. Penedo; Marcos Ortega 001; José Rouco (VISAPP (1), 2008)

Characterisation of Feature Points in Eye Fundus Images. - David Calvo; Marcos Ortega 001; Manuel G. Penedo; José Rouco (CIARP, 2009)

Texture Description in Local Scale Using Texton Histograms with Universal Dictionary. - José Rouco; Manuel G. Penedo; Marcos Ortega 001; Antonio Mosquera González (DICTA, 2009)

Vascular Landmark Detection in Retinal Images. - Marcos Ortega 001; José Rouco; Jorge Novo; Manuel G. Penedo (EUROCAST, 2009)

Characterisation of Retinal Feature Points Applied to a Biometric System. - David Calvo; Marcos Ortega 001; Manuel G. Penedo; José Rouco; Beatriz Remeseiro (ICIAP, 2009)

Retinal Verification Using a Feature Points-Based Biometric Pattern. - Marcos Ortega 001; Manuel G. Penedo; José Rouco; Noelia Barreira; María J. Carreira (EURASIP J. Adv. Signal Process., 2009)

Personal verification based on extraction and characterisation of retinal feature points. - Marcos Ortega 001; Manuel G. Penedo; José Rouco; Noelia Barreira; María J. Carreira (J. Vis. Lang. Comput., 2009)

Color Video Segmentation by Dissimilarity Based on Edges. - Lucía Ramos; Jorge Novo; José Rouco; Antonio Mosquera González; Manuel G. Penedo (HAIS (2), 2010)

Automatic detection and characterisation of retinal vessel tree bifurcations and crossovers in eye fundus images. - David Calvo; Marcos Ortega 001; Manuel G. Penedo; José Rouco (Comput. Methods Programs Biomed., 2011)

Robust common carotid artery lumen detection in B-mode ultrasound images using local phase symmetry. - José Rouco; Aurélio J. C. Campilho (ICASSP, 2013)

Reliable Lung Segmentation Methodology by Including Juxtapleural Nodules. - Jorge Novo; José Rouco; Ana Maria Mendonça; Aurélio J. C. Campilho (ICIAR (2), 2014)

On the Automatic Normalization of Plaque Regions in Ultrasound Images of the Carotid. - José Rouco; Jorge Novo; Aurélio J. C. Campilho (ICIAR (2), 2014)

Optical Flow Based Approach for Automatic Cardiac Cycle Estimation in Ultrasound Images of the Carotid. - Teresa Araujo; Guilherme Aresta; José Rouco; Carmen Ferreira; Elsa Azevedo; Aurélio J. C. Campilho (ICIAR, 2015)

Automatic Lumen Detection on Longitudinal Ultrasound B-Mode Images of the Carotid Using Phase Symmetry. - José Rouco; Elsa Azevedo; Aurélio Campilho (Sensors, 2016)

Automatic Identification of Intraretinal Cystoid Regions in Optical Coherence Tomography. - Joaquim de Moura; Jorge Novo; José Rouco; Manuel G. Penedo; Marcos Ortega 001 (AIME, 2017)

Feature Definition and Selection for Epiretinal Membrane Characterization in Optical Coherence Tomography Images. - Sergio Baamonde; Joaquim de Moura; Jorge Novo; José Rouco; Marcos Ortega 001 (ICIAP (2), 2017)

Automatic Detection of Blood Vessels in Retinal OCT Images. - Joaquim de Moura; Jorge Novo; José Rouco; Manuel G. Penedo; Marcos Ortega 001 (IWINAC (2), 2017)

Automatic vessel detection by means of brightness profile characterization in OCT images. - Joaquim de Moura; Jorge Novo; José Rouco; Manuel G. Penedo; Marcos Ortega 001 (KES, 2017)

Feature definition, analysis and selection for cystoid region characterization in Optical Coherence Tomography. - Joaquim de Moura; Plácido L. Vidal; Jorge Novo; José Rouco; Marcos Ortega 001 (KES, 2017)

Multimodal registration of retinal images using domain-specific landmarks and vessel enhancement. - Álvaro S. Hervella; José Rouco; Jorge Novo; Marcos Ortega 001 (KES, 2018)

Multi-expert analysis and validation of objective vascular tortuosity measurements. - Lucía Ramos; Jorge Novo; José Rouco; S. Romeo; M. D. Álvarez; Marcos Ortega 001 (KES, 2018)

A robust anisotropic edge detection method for carotid ultrasound image processing. - José Rouco; Catarina B. Carvalho; Ana Domingues; Elsa Azevedo; Aurélio Campilho (KES, 2018)

Retinal Image Understanding Emerges from Self-Supervised Multimodal Reconstruction. - Álvaro S. Hervella; José Rouco; Jorge Novo; Marcos Ortega 001 (MICCAI (1), 2018)

An end-to-end deep learning approach for simultaneous background modeling and subtraction. - Víctor Manuel Mondéjar-Guerra; José Rouco; Jorge Novo; Marcos Ortega 001 (BMVC, 2019)

Blind-spot network for image anomaly detection: A new approach to diabetic retinopathy screening. - Shaon Sutradhar; José Rouco; Marcos Ortega 001 (ESANN, 2019)

Impact of the Circular Region of Interest on the Performance of Multimodal Reconstruction of Retinal Images. - Álvaro S. Hervella; José Rouco; Jorge Novo; Marcos Ortega 001 (EUROCAST (2), 2019)

Automatic ECG Screening as a Supporting Tool on a Telemedicine Framework. - Víctor Manuel Mondéjar-Guerra; Jorge Novo; José Rouco; Marcos Ortega 001; Manuel G. Penedo (EUROCAST (2), 2019)

Unsupervised Anomaly Map for Image-Based Screening. - Shaon Sutradhar; José Rouco; Marcos Ortega 001 (EUROCAST (2), 2019)

Self-Supervised Deep Learning for Retinal Vessel Segmentation Using Automatically Generated Labels from Multimodal Data. - Álvaro S. Hervella; José Rouco; Jorge Novo; Marcos Ortega 001 (IJCNN, 2019)

Deep Multimodal Reconstruction of Retinal Images Using Paired or Unpaired Data. - Álvaro S. Hervella; José Rouco; Jorge Novo; Marcos Ortega 001 (IJCNN, 2019)

Heartbeat classification fusing temporal and morphological information of ECGs via ensemble of classifiers. - Víctor Manuel Mondéjar-Guerra; Jorge Novo; José Rouco; Manuel G. Penedo; Marcos Ortega 001 (Biomed. Signal Process. Control., 2019)

Artery/Vein Vessel Tree Identification in Near-Infrared Reflectance Retinographies. - Joaquim de Moura; Jorge Novo; José Rouco; Pablo Charlón; Marcos Ortega 001 (J. Digit. Imaging, 2019)

Multimodal Transfer Learning-Based Approaches for Retinal Vascular Segmentation. - José Morano; Álvaro S. Hervella; Noelia Barreira; Jorge Novo; José Rouco (ECAI, 2020)

Multi-Modal Self-Supervised Pre-Training for Joint Optic Disc and Cup Segmentation in Eye Fundus Images. - Álvaro S. Hervella; Lucía Ramos; José Rouco; Jorge Novo; Marcos Ortega 001 (ICASSP, 2020)

Learning the retinal anatomy from scarce annotated data using self-supervised multimodal reconstruction. - Álvaro S. Hervella; José Rouco; Jorge Novo; Marcos Ortega 001 (Appl. Soft Comput., 2020)

Deep multi-instance heatmap regression for the detection of retinal vessel crossings and bifurcations in eye fundus images. - Álvaro S. Hervella; José Rouco; Jorge Novo; Manuel G. Penedo; Marcos Ortega 001 (Comput. Methods Programs Biomed., 2020)

Self-supervised multimodal reconstruction of retinal images over paired datasets. - Álvaro S. Hervella; José Rouco; Jorge Novo; Marcos Ortega 001 (Expert Syst. Appl., 2020)

Intraretinal Fluid Pattern Characterization in Optical Coherence Tomography Images. - Joaquim de Moura; Plácido L. Vidal; Jorge Novo; José Rouco; Manuel G. Penedo; Marcos Ortega 001 (Sensors, 2020)

Automatic Detection of Freshwater Phytoplankton Specimens in Conventional Microscopy Images. - David Rivas-Villar; José Rouco; Manuel G. Penedo; Rafael Carballeira; Jorge Novo (Sensors, 2020)

Context encoder self-supervised approaches for eye fundus analysis. - Daniel I. Morís; Álvaro S. Hervella; José Rouco; Jorge Novo; Marcos Ortega 001 (IJCNN, 2021)

Simultaneous segmentation and classification of the retinal arteries and veins from color fundus images. - José Morano; Álvaro S. Hervella; Jorge Novo; José Rouco (Artif. Intell. Medicine, 2021)

Fully automatic detection and classification of phytoplankton specimens in digital microscopy images. - David Rivas-Villar; José Rouco; Rafael Carballeira; Manuel G. Penedo; Jorge Novo (Comput. Methods Programs Biomed., 2021)

Self-supervised multimodal reconstruction pre-training for retinal computer-aided diagnosis. - Álvaro S. Hervella; José Rouco; Jorge Novo; Marcos Ortega 001 (Expert Syst. Appl., 2021)

Impact of Increased Centerline Weight on the Joint Segmentation and Classification of Arteries and Veins in Color Fundus Images. - José Morano; David Rivas-Villar; Álvaro S. Hervella; José Rouco; Jorge Novo (EUROCAST, 2022)

Deep Features-Based Approaches for Phytoplankton Classification in Microscopy Images. - David Rivas-Villar; José Morano; José Rouco; Manuel G. Penedo; Jorge Novo (EUROCAST, 2022)

Improving AMD Diagnosis by the Simultaneous Identification of Associated Retinal Lesions. - José Morano; Álvaro S. Hervella; José Rouco; Jorge Novo; José Ignacio Fernández-Vigo; Marcos Ortega 001 (ICIAP (1), 2022)

Web-based platform for the automatic analysis and visualization of vascular diagnostic markers in ophthalmological images. - José Morano; Álvaro S. Hervella; Jorge Novo; José Rouco (XoveTIC, 2022)

Deep learning-based detection of domain-specific retinal landmarks for color fundus image registration. - David Rivas-Villar; Álvaro S. Hervella; José Rouco; Jorge Novo (XoveTIC, 2022)

End-to-end multi-task learning for simultaneous optic disc and cup segmentation and glaucoma classification in eye fundus images. - Álvaro S. Hervella; José Rouco; Jorge Novo; Marcos Ortega 001 (Appl. Soft Comput., 2022)

Multimodal image encoding pre-training for diabetic retinopathy grading. - Álvaro S. Hervella; José Rouco; Jorge Novo; Marcos Ortega 001 (Comput. Biol. Medicine, 2022)

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. - 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; et al. (Comput. Biol. Medicine, 2022)

Color fundus image registration using a learning-based domain-specific landmark detection methodology. - David Rivas-Villar; Álvaro S. Hervella; José Rouco; Jorge Novo (Comput. Biol. Medicine, 2022)

Retinal microaneurysms detection using adversarial pre-training with unlabeled multimodal images. - Álvaro S. Hervella; José Rouco; Jorge Novo; Marcos Ortega 001 (Inf. Fusion, 2022)

Feature definition and comprehensive analysis on the robust identification of intraretinal cystoid regions using optical coherence tomography images. - Joaquim de Moura; Plácido L. Vidal; Jorge Novo; José Rouco; Manuel G. Penedo; Marcos Ortega 001 (Pattern Anal. Appl., 2022)

Context encoder transfer learning approaches for retinal image analysis. - Daniel I. Morís; Álvaro S. Hervella; José Rouco; Jorge Novo; Marcos Ortega 001 (Comput. Biol. Medicine, 2023)

Weakly-supervised detection of AMD-related lesions in color fundus images using explainable deep learning. - José Morano; Álvaro S. Hervella; José Rouco; Jorge Novo; José Ignacio Fernández-Vigo; Marcos Ortega 001 (Comput. Methods Programs Biomed., 2023)

Recurrent Task Specialization Network for Segmentation-aided Vascular Landmarks Detection in Retinal Images. - Álvaro S. Hervella; José Rouco; Jorge Novo; Clara I. Sánchez; Marcos Ortega 001 (ECAI, 2024)

ConKeD++ - Improving descriptor learning for retinal image registration: A comprehensive study of contrastive losses. - David Rivas-Villar; Álvaro S. Hervella; José Rouco; Jorge Novo (CoRR, 2024)

Explainable artificial intelligence for the automated assessment of the retinal vascular tortuosity. - Álvaro S. Hervella; Lucía Ramos; José Rouco; Jorge Novo; Marcos Ortega 001 (Medical Biol. Eng. Comput., 2024)

Multi-Adaptive Optimization for multi-task learning with deep neural networks. - Álvaro S. Hervella; José Rouco; Jorge Novo; Marcos Ortega 001 (Neural Networks, 2024)

ConKeD: multiview contrastive descriptor learning for keypoint-based retinal image registration. - David Rivas-Villar; Álvaro S. Hervella; José Rouco; Jorge Novo (Medical Biol. Eng. Comput., 2024)

Unsupervised Deep Learning-based Keypoint Localization Estimating Descriptor Matching Performance. - David Rivas-Villar; Álvaro S. Hervella; José Rouco; Jorge Novo (CoRR, 2025)

Unsupervised training of keypoint-agnostic descriptors for flexible retinal image registration. - David Rivas-Villar; Álvaro S. Hervella; José Rouco; Jorge Novo (CoRR, 2025)