Álvaro
Suárez Hervella
Publicacións (29) Publicacións de Álvaro Suárez Hervella
2025
-
Computer-assisted evaluation of retinal vessel tortuosity in children with sickle cell disease without retinopathy
Microvascular Research, Vol. 157
2024
-
ConKeD: multiview contrastive descriptor learning for keypoint-based retinal image registration
Medical and Biological Engineering and Computing, Vol. 62, Núm. 12, pp. 3721-3736
-
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
-
Multi-Adaptive Optimization for multi-task learning with deep neural networks
Neural Networks, Vol. 170, pp. 254-265
2023
-
Context encoder transfer learning approaches for retinal image analysis
Computers in Biology and Medicine, Vol. 152
-
Joint keypoint detection and description network for color fundus image registration
Quantitative Imaging in Medicine and Surgery, Vol. 13, Núm. 7, pp. 4540-4562
-
Weakly-supervised detection of AMD-related lesions in color fundus images using explainable deep learning
Computer Methods and Programs in Biomedicine, Vol. 229
2022
-
Color fundus image registration using a learning-based domain-specific landmark detection methodology
Computers in Biology and Medicine, Vol. 140
-
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
-
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)
-
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)
-
Multimodal image encoding pre-training for diabetic retinopathy grading
Computers in Biology and Medicine, Vol. 143
-
Retinal microaneurysms detection using adversarial pre-training with unlabeled multimodal images
Information Fusion, Vol. 79, pp. 146-161
2021
-
Context encoder self-supervised approaches for eye fundus analysis
Proceedings of the International Joint Conference on Neural Networks
-
Deep Multi-Segmentation Approach for the Joint Classification and Segmentation of the Retinal Arterial and Venous Trees in Color Fundus Images †
Engineering Proceedings, Vol. 7, Núm. 1
-
Multimodal reconstruction of retinal images over unpaired datasets using cyclical generative adversarial networks
Generative Adversarial Networks for Image-to-Image Translation (Elsevier), pp. 347-376
-
Self-supervised multimodal reconstruction pre-training for retinal computer-aided diagnosis
Expert Systems with Applications, Vol. 185
-
Simultaneous segmentation and classification of the retinal arteries and veins from color fundus images
Artificial Intelligence in Medicine, Vol. 118
2020
-
Deep multi-instance heatmap regression for the detection of retinal vessel crossings and bifurcations in eye fundus images
Computer Methods and Programs in Biomedicine, Vol. 186
-
Impact of the Circular Region of Interest on the Performance of Multimodal Reconstruction of Retinal Images
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)