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José Rouco
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Journal Articles
- 2024
- [j24]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): 865-881 (2024) - [j23]Álvaro S. Hervella
, José Rouco
, Jorge Novo, Marcos Ortega:
Multi-Adaptive Optimization for multi-task learning with deep neural networks. Neural Networks 170: 254-265 (2024) - 2023
- [j22]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: 106451 (2023) - [j21]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: 107296 (2023) - 2022
- [j20]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: 108347 (2022) - [j19]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: 105101 (2022) - [j18]Álvaro S. Hervella, José Rouco, Jorge Novo
, Marcos Ortega
:
Multimodal image encoding pre-training for diabetic retinopathy grading. Comput. Biol. Medicine 143: 105302 (2022) - [j17]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: 105333 (2022) - [j16]Álvaro S. Hervella
, José Rouco
, Jorge Novo
, Marcos Ortega:
Retinal microaneurysms detection using adversarial pre-training with unlabeled multimodal images. Inf. Fusion 79: 146-161 (2022) - [j15]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): 1-15 (2022) - 2021
- [j14]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: 102116 (2021) - [j13]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: 105923 (2021) - [j12]Álvaro S. Hervella
, José Rouco
, Jorge Novo
, Marcos Ortega
:
Self-supervised multimodal reconstruction pre-training for retinal computer-aided diagnosis. Expert Syst. Appl. 185: 115598 (2021) - 2020
- [j11]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: 106210 (2020) - [j10]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: 105201 (2020) - [j9]Álvaro S. Hervella
, José Rouco, Jorge Novo
, Marcos Ortega
:
Self-supervised multimodal reconstruction of retinal images over paired datasets. Expert Syst. Appl. 161: 113674 (2020) - [j8]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): 2004 (2020) - [j7]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): 6704 (2020) - 2019
- [j6]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: 41-48 (2019) - [j5]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): 947-962 (2019) - 2016
- [j4]José Rouco
, Elsa Azevedo
, Aurélio Campilho
:
Automatic Lumen Detection on Longitudinal Ultrasound B-Mode Images of the Carotid Using Phase Symmetry. Sensors 16(3): 350 (2016) - 2011
- [j3]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): 28-38 (2011) - 2009
- [j2]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) - [j1]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): 80-90 (2009)
Conference and Workshop Papers
- 2022
- [c37]David Rivas-Villar
, José Morano
, José Rouco
, Manuel G. Penedo
, Jorge Novo
:
Deep Features-Based Approaches for Phytoplankton Classification in Microscopy Images. EUROCAST 2022: 419-426 - [c36]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: 435-443 - [c35]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: 148-159 - [c34]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: 60-62 - [c33]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: 127-129 - 2021
- [c32]Daniel Iglesias Morís
, Álvaro S. Hervella
, José Rouco, Jorge Novo
, Marcos Ortega:
Context encoder self-supervised approaches for eye fundus analysis. IJCNN 2021: 1-8 - 2020
- [c31]José Morano
, Álvaro S. Hervella
, Noelia Barreira
, Jorge Novo, José Rouco:
Multimodal Transfer Learning-Based Approaches for Retinal Vascular Segmentation. ECAI 2020: 1866-1873 - [c30]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: 961-965 - 2019
- [c29]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: 266 - [c28]Shaon Sutradhar, José Rouco, Marcos Ortega:
Blind-spot network for image anomaly detection: A new approach to diabetic retinopathy screening. ESANN 2019 - [c27]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: 222-230 - [c26]Shaon Sutradhar, José Rouco, Marcos Ortega
:
Unsupervised Anomaly Map for Image-Based Screening. EUROCAST (2) 2019: 239-246 - [c25]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: 289-296 - [c24]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: 1-8 - [c23]Álvaro S. Hervella
, José Rouco, Jorge Novo
, Marcos Ortega
:
Deep Multimodal Reconstruction of Retinal Images Using Paired or Unpaired Data. IJCNN 2019: 1-8 - 2018
- [c22]Álvaro S. Hervella
, José Rouco, Jorge Novo
, Marcos Ortega
:
Multimodal registration of retinal images using domain-specific landmarks and vessel enhancement. KES 2018: 97-104 - [c21]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: 482-489 - [c20]José Rouco, Catarina B. Carvalho
, Ana Domingues, Elsa Azevedo
, Aurélio Campilho
:
A robust anisotropic edge detection method for carotid ultrasound image processing. KES 2018: 723-732 - [c19]Álvaro S. Hervella
, José Rouco, Jorge Novo
, Marcos Ortega
:
Retinal Image Understanding Emerges from Self-Supervised Multimodal Reconstruction. MICCAI (1) 2018: 321-328 - 2017
- [c18]Joaquim de Moura
, Jorge Novo
, José Rouco
, Manuel G. Penedo
, Marcos Ortega
:
Automatic Identification of Intraretinal Cystoid Regions in Optical Coherence Tomography. AIME 2017: 305-315 - [c17]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: 456-466 - [c16]Joaquim de Moura
, Jorge Novo
, José Rouco
, Manuel G. Penedo
, Marcos Ortega
:
Automatic Detection of Blood Vessels in Retinal OCT Images. IWINAC (2) 2017: 3-10 - [c15]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: 980-988 - [c14]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: 1369-1377 - 2015
- [c13]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: 360-367 - 2014
- [c12]José Rouco
, Jorge Novo
, Aurélio J. C. Campilho
:
On the Automatic Normalization of Plaque Regions in Ultrasound Images of the Carotid. ICIAR (2) 2014: 177-184 - [c11]Jorge Novo
, José Rouco
, Ana Maria Mendonça
, Aurélio J. C. Campilho
:
Reliable Lung Segmentation Methodology by Including Juxtapleural Nodules. ICIAR (2) 2014: 227-235 - 2013
- [c10]José Rouco
, Aurélio J. C. Campilho
:
Robust common carotid artery lumen detection in B-mode ultrasound images using local phase symmetry. ICASSP 2013: 929-933 - 2010
- [c9]Lucía Ramos
, Jorge Novo
, José Rouco
, Antonio Mosquera González
, Manuel G. Penedo
:
Color Video Segmentation by Dissimilarity Based on Edges. HAIS (2) 2010: 264-271 - 2009
- [c8]David Calvo, Marcos Ortega
, Manuel G. Penedo
, José Rouco
:
Characterisation of Feature Points in Eye Fundus Images. CIARP 2009: 449-456 - [c7]José Rouco
, Manuel G. Penedo
, Marcos Ortega
, Antonio Mosquera González
:
Texture Description in Local Scale Using Texton Histograms with Universal Dictionary. DICTA 2009: 47-52 - [c6]Marcos Ortega
, José Rouco
, Jorge Novo
, Manuel G. Penedo
:
Vascular Landmark Detection in Retinal Images. EUROCAST 2009: 211-217 - [c5]David Calvo, Marcos Ortega
, Manuel G. Penedo
, José Rouco
, Beatriz Remeseiro
:
Characterisation of Retinal Feature Points Applied to a Biometric System. ICIAP 2009: 355-363 - 2008
- [c4]Noelia Barreira
, Manuel G. Penedo
, Carmen Alonso-Montes
, José Rouco
:
Handling Topological Changes in the Topological Active Volumes Model. ICIAR 2008: 122-131 - [c3]Noelia Barreira, Manuel G. Penedo, Marcos Ortega, José Rouco:
On the Improvement of the Topological Active Volumes Model - A Tetrahedral Approach. VISAPP (1) 2008: 529-534 - 2007
- [c2]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: 477-486 - 2005
- [c1]José Rouco, Noelia Barreira, Manuel G. Penedo
, Xosé M. Pardo
:
Conversion into Three-Dimensional Implicit Surface Representation from Topological Active Volumes Based Segmentation. IbPRIA (1) 2005: 60-68
Informal and Other Publications
- 2024
- [i7]David Rivas-Villar, Álvaro S. Hervella, José Rouco, Jorge Novo:
ConKeD: Multiview contrastive descriptor learning for keypoint-based retinal image registration. CoRR abs/2401.05901 (2024) - [i6]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 abs/2404.16773 (2024) - 2022
- [i5]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 abs/2205.10885 (2022) - [i4]José Morano, Álvaro S. Hervella, Jorge Novo, José Rouco:
Simultaneous segmentation and classification of the retinal arteries and veins from color fundus images. CoRR abs/2209.09582 (2022) - [i3]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 abs/2212.00565 (2022) - 2020
- [i2]José Morano
, Álvaro S. Hervella, Noelia Barreira, Jorge Novo, José Rouco:
Multimodal Transfer Learning-based Approaches for Retinal Vascular Segmentation. CoRR abs/2012.10160 (2020) - 2018
- [i1]Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega:
Multimodal Registration of Retinal Images Using Domain-Specific Landmarks and Vessel Enhancement. CoRR abs/1803.00951 (2018)
Coauthor Index
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