Publicaciones en colaboración con investigadoras/es de Centro de Cirugía de Mínima Invasión (8)

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

  3. Characterization of optical coherence tomography images for colon lesion differentiation under deep learning

    Applied Sciences (Switzerland), Vol. 11, Núm. 7

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