Publications by the researcher in collaboration with José Morano Sánchez (7)

2023

  1. 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. 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)

  2. 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)

  3. 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)

2021

  1. 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

  2. Simultaneous segmentation and classification of the retinal arteries and veins from color fundus images

    Artificial Intelligence in Medicine, Vol. 118

2020

  1. Multimodal transfer learning-based approaches for retinal vascular segmentation

    Frontiers in Artificial Intelligence and Applications