Publications by the researcher in collaboration with HUGO LOPEZ FERNANDEZ (11)

2024

  1. Optical diagnosis in still images of colorectal polyps: comparison between expert endoscopists and PolyDeep, a Computer-Aided Diagnosis system

    Frontiers in Oncology, Vol. 14

2023

  1. Negative Samples for Improving Object Detection—A Case Study in AI-Assisted Colonoscopy for Polyp Detection

    Diagnostics, Vol. 13, Núm. 5

  2. PanDrugs2: Prioritizing cancer therapies using integrated individual multi-omics data

    Nucleic Acids Research, Vol. 51, Núm. W1, pp. W411-W418

2022

  1. Performance of Convolutional Neural Networks for Polyp Localization on Public Colonoscopy Image Datasets

    Diagnostics, Vol. 12, Núm. 4

  2. Real-time polyp detection model using convolutional neural networks

    Neural Computing and Applications, Vol. 34, Núm. 13, pp. 10375-10396

2021

  1. Compi Hub: A Public Repository for Sharing and Discovering Compi Pipelines

    Advances in Intelligent Systems and Computing

  2. Compi: A framework for portable and reproducible pipelines

    PeerJ Computer Science, Vol. 7, pp. 1-21

  3. Deep Neural Networks approaches for detecting and classifying colorectal polyps

    Neurocomputing, Vol. 423, pp. 721-734

2020

  1. Compi Hub: A Public Repository for Sharing and Discovering Compi Pipelines

    Practical Applications of Computational Biology & Bioinformatics: 14th International Conference (PACBB 2020)

  2. Deep learning techniques for real time computer-aided diagnosis in colorectal cancer

    Advances in Intelligent Systems and Computing

  3. Metatax: Metataxonomics with a Compi-Based Pipeline for Precision Medicine

    Interdisciplinary Sciences: Computational Life Sciences, Vol. 12, Núm. 3, pp. 252-257