Publications in collaboration with researchers from Complexo Hospitalario Universitario de Santiago (41)

2024

  1. Addressing the data bottleneck in medical deep learning models using a human-in-the-loop machine learning approach

    Neural Computing and Applications, Vol. 36, Núm. 5, pp. 2597-2616

  2. Dispersal history of SARS-CoV-2 in Galicia, Spain

    Journal of Medical Virology, Vol. 96, Núm. 7

2023

  1. Comprehensive fully-automatic multi-depth grading of the clinical types of macular neovascularization in OCTA images

    Applied Intelligence, Vol. 53, Núm. 21, pp. 25897-25918

2021

  1. Application for Decision-Making on Mild Cognitive Impairments †

    Engineering Proceedings, Vol. 7, Núm. 1

  2. Random forest-based prediction of stroke outcome

    Scientific Reports, Vol. 11, Núm. 1

2020

  1. Automatic Identification of Diabetic Macular Edema Biomarkers Using Optical Coherence Tomography Scans

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

  2. Fully automated identification and clinical classification of macular edema using optical coherence tomography images

    Diabetes and Retinopathy: Volume 2: Computer-Assisted Diagnosis (Elsevier), pp. 45-67

  3. Joint Diabetic Macular Edema Segmentation and Characterization in OCT Images

    Journal of Digital Imaging, Vol. 33, Núm. 5, pp. 1335-1351

  4. Senolytic activity of small molecular polyphenols from olive restores chondrocyte redifferentiation and promotes a pro-regenerative environment in osteoarthritis

    Aging, Vol. 12, Núm. 16, pp. 15882-15905

2019

  1. A novel automatic method to estimate visual acuity and analyze the retinal vasculature in retinal vein occlusion using swept source optical coherence tomography angiography

    Journal of Clinical Medicine, Vol. 8, Núm. 10

  2. Automatic segmentation of the foveal avascular zone in ophthalmological OCT-A images

    PLoS ONE, Vol. 14, Núm. 2

  3. Automatic visual acuity estimation by means of computational vascularity biomarkers using oct angiographies

    Sensors (Switzerland), Vol. 19, Núm. 21

  4. Retinal vascular analysis in a fully automated method for the segmentation of DRT edemas using OCT images

    Procedia Computer Science

2018

  1. A Generalized Linear Model for Cardiovascular Complications prediction in PD patients

    PROCEEDINGS OF THE FIRST INTERNATIONAL CONFERENCE ON DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS 2018 (DATA'18)

  2. A generalized linear model for cardiovascular complications prediction in PD patients

    ACM International Conference Proceeding Series

  3. Automatic Identification of Macular Edema in Optical Coherence Tomography Images

    VISAPP: PROCEEDINGS OF THE 13TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS - VOL 4: VISAPP

  4. Automatic identification of macular edema in optical coherence tomography images

    VISIGRAPP 2018 - Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications

  5. Automatic macular edema identification and characterization using OCT images

    Computer Methods and Programs in Biomedicine, Vol. 163, pp. 47-63

  6. Targeting of chondrocyte plasticity via connexin43 modulation attenuates cellular senescence and fosters a pro-regenerative environment in osteoarthritis

    Cell Death and Disease, Vol. 9, Núm. 12

  7. The role of depression in mild cognitive impairment through the analysis with artificial neural networks

    ACM International Conference Proceeding Series