Jorge
Novo Buján
Profesor Titular de Universidad
José
Rouco Maseda
Profesor Permanente Laboral
Publicaciones en las que colabora con José Rouco Maseda (58)
2025
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Computer-assisted evaluation of retinal vessel tortuosity in children with sickle cell disease without retinopathy
Microvascular Research, Vol. 157
2024
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ConKeD: multiview contrastive descriptor learning for keypoint-based retinal image registration
Medical and Biological Engineering and Computing
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Explainable artificial intelligence for the automated assessment of the retinal vascular tortuosity
Medical and Biological Engineering and Computing, Vol. 62, Núm. 3, pp. 865-881
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FMPD - Freshwater Microscopy Phytoplankton Dataset
Zenodo
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FMPD - Freshwater Microscopy Phytoplankton Dataset
Zenodo
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Multi-Adaptive Optimization for multi-task learning with deep neural networks
Neural Networks, Vol. 170, pp. 254-265
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Phytoplankton detection and recognition in freshwater digital microscopy images using deep learning object detectors
Heliyon, Vol. 10, Núm. 3
2023
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Computer-assisted evaluation of retinal vessel tortuosity in moderate-to-late preterm children
European Journal of Ophthalmology, Vol. 33, Núm. 5, pp. 1874-1882
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Context encoder transfer learning approaches for retinal image analysis
Computers in Biology and Medicine, Vol. 152
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Joint keypoint detection and description network for color fundus image registration
Quantitative Imaging in Medicine and Surgery, Vol. 13, Núm. 7, pp. 4540-4562
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Weakly-supervised detection of AMD-related lesions in color fundus images using explainable deep learning
Computer Methods and Programs in Biomedicine, Vol. 229
2022
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Color fundus image registration using a learning-based domain-specific landmark detection methodology
Computers in Biology and Medicine, Vol. 140
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Deep Features-Based Approaches for Phytoplankton Classification in Microscopy Images
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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End-to-end multi-task learning for simultaneous optic disc and cup segmentation and glaucoma classification in eye fundus images
Applied Soft Computing, Vol. 116
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Feature definition and comprehensive analysis on the robust identification of intraretinal cystoid regions using optical coherence tomography images
Pattern Analysis and Applications, Vol. 25, Núm. 1
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Impact of Increased Centerline Weight on the Joint Segmentation and Classification of Arteries and Veins in Color Fundus Images
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Improving AMD Diagnosis by the Simultaneous Identification of Associated Retinal Lesions
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Multimodal image encoding pre-training for diabetic retinopathy grading
Computers in Biology and Medicine, Vol. 143
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Retinal microaneurysms detection using adversarial pre-training with unlabeled multimodal images
Information Fusion, Vol. 79, pp. 146-161
2021
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Automatic Pipeline for Detection and Classification of Phytoplankton Specimens in Digital Microscopy Images of Freshwater Samples †
Engineering Proceedings, Vol. 7, Núm. 1