Publicacións (81) Publicacións de José Rouco Maseda

2024

  1. 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

  2. Multi-Adaptive Optimization for multi-task learning with deep neural networks

    Neural Networks, Vol. 170, pp. 254-265

  3. Phytoplankton detection and recognition in freshwater digital microscopy images using deep learning object detectors

    Heliyon, Vol. 10, Núm. 3

2023

  1. Computer-assisted evaluation of retinal vessel tortuosity in moderate-to-late preterm children

    European Journal of Ophthalmology, Vol. 33, Núm. 5, pp. 1874-1882

  2. Context encoder transfer learning approaches for retinal image analysis

    Computers in Biology and Medicine, Vol. 152

  3. Joint keypoint detection and description network for color fundus image registration

    Quantitative Imaging in Medicine and Surgery, Vol. 13, Núm. 7, pp. 4540-4562

  4. Weakly-supervised detection of AMD-related lesions in color fundus images using explainable deep learning

    Computer Methods and Programs in Biomedicine, Vol. 229

2022

  1. 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

    Computers in Biology and Medicine, Vol. 144

  2. Color fundus image registration using a learning-based domain-specific landmark detection methodology

    Computers in Biology and Medicine, Vol. 140

  3. 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)

  4. 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

  5. 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

  6. 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)

  7. 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)

  8. Multimodal image encoding pre-training for diabetic retinopathy grading

    Computers in Biology and Medicine, Vol. 143

  9. Retinal microaneurysms detection using adversarial pre-training with unlabeled multimodal images

    Information Fusion, Vol. 79, pp. 146-161

2021

  1. Automatic Pipeline for Detection and Classification of Phytoplankton Specimens in Digital Microscopy Images of Freshwater Samples †

    Engineering Proceedings, Vol. 7, Núm. 1

  2. Carotid Ultrasound Boundary Study (CUBS): An Open Multicenter Analysis of Computerized Intima–Media Thickness Measurement Systems and Their Clinical Impact

    Ultrasound in Medicine and Biology, Vol. 47, Núm. 8, pp. 2442-2455

  3. Context encoder self-supervised approaches for eye fundus analysis

    Proceedings of the International Joint Conference on Neural Networks

  4. 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