Publications in collaboration with researchers from Complexo Hospitalario Universitario de Santiago (45)

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

  2. Epigenomic analysis reveals a unique DNA methylation program of metastasis-competent circulating tumor cells in colorectal cancer

    Scientific Reports, Vol. 13, Núm. 1

  3. Exercise training and DNA methylation profile in post-bariatric women: Results from an exploratory study

    Frontiers in Sports and Active Living, Vol. 5

  4. Publisher Correction: Epigenomic analysis reveals a unique DNA methylation program of metastasis-competent circulating tumor cells in colorectal cancer (Scientific Reports, (2023), 13, 1, (15401), 10.1038/s41598-023-42037-w)

    Scientific Reports

2021

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

    Engineering Proceedings, Vol. 7, Núm. 1

  2. Characterizing the Invasive Tumor Front of Aggressive Uterine Adenocarcinoma and Leiomyosarcoma

    Frontiers in Cell and Developmental Biology, Vol. 9

  3. Epigenetic landscape in blood leukocytes following ketosis and weight loss induced by a very low calorie ketogenic diet (VLCKD) in patients with obesity

    Clinical Nutrition, Vol. 40, Núm. 6, pp. 3959-3972

  4. Random forest-based prediction of stroke outcome

    Scientific Reports, Vol. 11, Núm. 1

2020

  1. Altered pathways in methylome and transcriptome longitudinal analysis of normal weight and bariatric surgery women

    Scientific Reports, Vol. 10, Núm. 1

  2. 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)

  3. DNA methylation pattern changes following a short-term hypocaloric diet in women with obesity

    European Journal of Clinical Nutrition, Vol. 74, Núm. 9, pp. 1345-1353

  4. 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

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

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

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. DNA methylation screening after roux-en y gastric bypass reveals the epigenetic signature stems from genes related to the surgery per se

    BMC Medical Genomics, Vol. 12, Núm. 1

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

    Procedia Computer Science