Publications by the researcher in collaboration with Luisa Fernanda Sánchez Peralta (7)

2023

  1. Clinical Validation Benchmark Dataset and Expert Performance Baseline for Colorectal Polyp Localization Methods

    Journal of Imaging, Vol. 9, Núm. 9

2021

  1. Autofluorescence Image Reconstruction and Virtual Staining for In-Vivo Optical Biopsying

    IEEE Access, Vol. 9, pp. 32081-32093

  2. Autofluorescence image reconstruction and virtual staining for in-vivo optical biopsying

    IEEE Access

2020

  1. Deep learning to find colorectal polyps in colonoscopy: A systematic literature review

    Artificial Intelligence in Medicine, Vol. 108

  2. Eigenloss: Combined PCA-based loss function for polyp segmentation

    Mathematics, Vol. 8, Núm. 8

  3. Piccolo white-light and narrow-band imaging colonoscopic dataset: A performance comparative of models and datasets

    Applied Sciences (Switzerland), Vol. 10, Núm. 23, pp. 1-14

  4. Unravelling the effect of data augmentation transformations in polyp segmentation

    International Journal of Computer Assisted Radiology and Surgery, Vol. 15, Núm. 12, pp. 1975-1988