José Rouco
Orcid: 0000-0003-4407-9091
According to our database1,
José Rouco
authored at least 59 papers
between 2005 and 2024.
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Bibliography
2024
Explainable artificial intelligence for the automated assessment of the retinal vascular tortuosity.
Medical Biol. Eng. Comput., 2024
ConKeD: Multiview contrastive descriptor learning for keypoint-based retinal image registration.
CoRR, 2024
2023
Weakly-supervised detection of AMD-related lesions in color fundus images using explainable deep learning.
Comput. Methods Programs Biomed., February, 2023
Comput. Biol. Medicine, 2023
2022
Feature definition and comprehensive analysis on the robust identification of intraretinal cystoid regions using optical coherence tomography images.
Pattern Anal. Appl., 2022
Retinal microaneurysms detection using adversarial pre-training with unlabeled multimodal images.
Inf. Fusion, 2022
Color fundus image registration using a learning-based domain-specific landmark detection methodology.
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.
Comput. Biol. Medicine, 2022
Comput. Biol. Medicine, 2022
End-to-end multi-task learning for simultaneous optic disc and cup segmentation and glaucoma classification in eye fundus images.
Appl. Soft Comput., 2022
Improving AMD Diagnosis by the Simultaneous Identification of Associated Retinal Lesions.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022
Deep Features-Based Approaches for Phytoplankton Classification in Microscopy Images.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2022, 2022
Impact of Increased Centerline Weight on the Joint Segmentation and Classification of Arteries and Veins in Color Fundus Images.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2022, 2022
2021
Self-supervised multimodal reconstruction pre-training for retinal computer-aided diagnosis.
Expert Syst. Appl., 2021
Fully automatic detection and classification of phytoplankton specimens in digital microscopy images.
Comput. Methods Programs Biomed., 2021
Simultaneous segmentation and classification of the retinal arteries and veins from color fundus images.
Artif. Intell. Medicine, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
2020
Automatic Detection of Freshwater Phytoplankton Specimens in Conventional Microscopy Images.
Sensors, 2020
Sensors, 2020
Expert Syst. Appl., 2020
Deep multi-instance heatmap regression for the detection of retinal vessel crossings and bifurcations in eye fundus images.
Comput. Methods Programs Biomed., 2020
Learning the retinal anatomy from scarce annotated data using self-supervised multimodal reconstruction.
Appl. Soft Comput., 2020
Multi-Modal Self-Supervised Pre-Training for Joint Optic Disc and Cup Segmentation in Eye Fundus Images.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020
2019
J. Digit. Imaging, 2019
Heartbeat classification fusing temporal and morphological information of ECGs via ensemble of classifiers.
Biomed. Signal Process. Control., 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Self-Supervised Deep Learning for Retinal Vessel Segmentation Using Automatically Generated Labels from Multimodal Data.
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the Computer Aided Systems Theory - EUROCAST 2019, 2019
Proceedings of the Computer Aided Systems Theory - EUROCAST 2019, 2019
Impact of the Circular Region of Interest on the Performance of Multimodal Reconstruction of Retinal Images.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2019, 2019
Blind-spot network for image anomaly detection: A new approach to diabetic retinopathy screening.
Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019
An end-to-end deep learning approach for simultaneous background modeling and subtraction.
Proceedings of the 30th British Machine Vision Conference 2019, 2019
2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22nd International Conference KES-2018, 2018
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22nd International Conference KES-2018, 2018
Multimodal registration of retinal images using domain-specific landmarks and vessel enhancement.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22nd International Conference KES-2018, 2018
2017
Feature definition, analysis and selection for cystoid region characterization in Optical Coherence Tomography.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 21st International Conference KES-2017, 2017
Automatic vessel detection by means of brightness profile characterization in OCT images.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 21st International Conference KES-2017, 2017
Proceedings of the Biomedical Applications Based on Natural and Artificial Computing, 2017
Feature Definition and Selection for Epiretinal Membrane Characterization in Optical Coherence Tomography Images.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017
Automatic Identification of Intraretinal Cystoid Regions in Optical Coherence Tomography.
Proceedings of the Artificial Intelligence in Medicine, 2017
2016
Automatic Lumen Detection on Longitudinal Ultrasound B-Mode Images of the Carotid Using Phase Symmetry.
Sensors, 2016
2015
Optical Flow Based Approach for Automatic Cardiac Cycle Estimation in Ultrasound Images of the Carotid.
Proceedings of the Image Analysis and Recognition - 12th International Conference, 2015
2014
On the Automatic Normalization of Plaque Regions in Ultrasound Images of the Carotid.
Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014
Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014
2013
Robust common carotid artery lumen detection in B-mode ultrasound images using local phase symmetry.
Proceedings of the IEEE International Conference on Acoustics, 2013
2011
Automatic detection and characterisation of retinal vessel tree bifurcations and crossovers in eye fundus images.
Comput. Methods Programs Biomed., 2011
2010
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010
2009
Personal verification based on extraction and characterisation of retinal feature points.
J. Vis. Lang. Comput., 2009
EURASIP J. Adv. Signal Process., 2009
Proceedings of the Image Analysis and Processing, 2009
Proceedings of the Computer Aided Systems Theory, 2009
Texture Description in Local Scale Using Texton Histograms with Universal Dictionary.
Proceedings of the DICTA 2009, 2009
Proceedings of the Progress in Pattern Recognition, 2009
2008
On the Improvement of the Topological Active Volumes Model - A Tetrahedral Approach.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008
Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008
2007
Proceedings of the Progress in Pattern Recognition, 2007
2005
Conversion into Three-Dimensional Implicit Surface Representation from <i>Topological Active Volumes</i> Based Segmentation.
Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005