Publications by the researcher in collaboration with Mateo Gende Lozano (9)

2023

  1. A new generative approach for optical coherence tomography data scarcity: unpaired mutual conversion between scanning presets

    Medical and Biological Engineering and Computing, Vol. 61, Núm. 5, pp. 1093-1112

  2. Automatic Segmentation of Retinal Layers in Multiple Neurodegenerative Disorder Scenarios

    IEEE Journal of Biomedical and Health Informatics, Vol. 27, Núm. 11, pp. 5483-5494

  3. Robust multi-view approaches for retinal layer segmentation in glaucoma patients via transfer learning

    Quantitative Imaging in Medicine and Surgery, Vol. 13, Núm. 5, pp. 2846-2859

2022

  1. End-to-end multi-task learning approaches for the joint epiretinal membrane segmentation and screening in OCT images

    Computerized Medical Imaging and Graphics, Vol. 98

  2. High/Low Quality Style Transfer for Mutual Conversion of OCT Images Using Contrastive Unpaired Translation Generative Adversarial Networks

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  3. Impact of the Region of Analysis on the Performance of the Automatic Epiretinal Membrane Segmentation in OCT Images

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  4. Performance Analysis of GAN Approaches in the Portable Chest X-Ray Synthetic Image Generation for COVID-19 Screening

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2021

  1. Automatic Segmentation and Intuitive Visualisation of the Epiretinal Membrane in 3D OCT Images Using Deep Convolutional Approaches

    IEEE Access, Vol. 9, pp. 75993-76004

  2. Automatic Segmentation and Visualisation of the Epirretinal Membrane in OCT Scans Using Densely Connected Convolutional Networks †

    Engineering Proceedings, Vol. 7, Núm. 1