Publicacións (130) Publicacións de DANIEL GONZALEZ PEÑA

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. Enhancing sepsis management through machine learning techniques: A review

    Medicina Intensiva, Vol. 46, Núm. 3, pp. 140-156

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

    Diagnostics, Vol. 12, Núm. 4

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

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

2021

  1. Are there benefits from thermal bacteria for health? The hydrogenome role

    Water (Switzerland), Vol. 13, Núm. 11

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

    Advances in Intelligent Systems and Computing

  3. Compi: A framework for portable and reproducible pipelines

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

  4. DREIMT: a drug repositioning database and prioritization tool for immunomodulation

    Bioinformatics (Oxford, England), Vol. 37, Núm. 4, pp. 578-579

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

    Neurocomputing, Vol. 423, pp. 721-734

  6. Improving the bed movement physics of inclined grate biomass CFD simulations

    Applied Thermal Engineering, Vol. 182

2020

  1. An RNA-seq Based Machine Learning Approach Identifies Latent Tuberculosis Patients With an Active Tuberculosis Profile

    Frontiers in Immunology, Vol. 11

  2. CHAPTER 5: Statistics, Data Mining and Modeling

    New Developments in Mass Spectrometry (Royal Society of Chemistry), pp. 120-200

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

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

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

    Advances in Intelligent Systems and Computing

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

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

  6. Proposal of a New Bioinformatics Pipeline for Metataxonomics in Precision Medicine

    Advances in Intelligent Systems and Computing

2019

  1. Gold standard evaluation of an automatic HAIs surveillance system

    BioMed Research International, Vol. 2019

2018

  1. Bicycle: A bioinformatics pipeline to analyze bisulfite sequencing data

    Bioinformatics, Vol. 34, Núm. 8, pp. 1414-1415

  2. GC4S: A bioinformatics-oriented Java software library of reusable graphical user interface components

    PLoS ONE, Vol. 13, Núm. 9