Publications (137) DANIEL GONZALEZ PEÑA publications

filter_list General%20Computer%20Science

2025

  1. Clinical Evaluation of PolyDeep, A Computer-Aided Detection System: A Multicenter Randomized Tandem Colonoscopy Trial

    Diagnostics, Vol. 15, Núm. 21

  2. PPI Prediction from Sequences via Transfer Learning on Balanced but yet Biased Datasets: An Open Problem

    Lecture Notes in Networks and Systems

  3. PolyDeep Advance 1: Clinical Validation of a Computer-Aided Detection System for Colorectal Polyp Detection with a Second Observer Design

    Diagnostics, Vol. 15, Núm. 4

  4. Predicting Which Mitophagy Proteins Are Dysregulated in Spinocerebellar Ataxia Type 3 (SCA3) Using the Auto-p2docking Pipeline

    International Journal of Molecular Sciences, Vol. 26, Núm. 3

  5. Towards a more accurate and reliable evaluation of machine learning protein-protein interaction prediction model performance in the presence of unavoidable dataset biases

    JOURNAL OF INTEGRATIVE BIOINFORMATICS, Vol. 22, Núm. 2

2024

  1. Dispersal history of SARS-CoV-2 in Galicia, Spain

    Journal of Medical Virology, Vol. 96, Núm. 7

  2. 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. 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