Publications (421) IGNACIO ROJAS RUIZ publications

2024

  1. Gene Expression Analysis for Uterine Cervix and Corpus Cancer Characterization †

    Genes, Vol. 15, Núm. 3

  2. Multi-classification of Alzheimer’s Disease by NSGA-II Slices Optimization and Fusion Deep Learning

    Communications in Computer and Information Science

  3. Novel methodology for detecting and localizing cancer area in histopathological images based on overlapping patches

    Computers in Biology and Medicine, Vol. 168

2023

  1. Advances and challenges in Bioinformatics and Biomedical Engineering: IWBBIO 2020

    BMC Bioinformatics, Vol. 24

  2. Computer Aided Classifier of Colorectal Cancer on Histopatological Whole Slide Images Analyzing Deep Learning Architecture Parameters

    Applied Sciences (Switzerland), Vol. 13, Núm. 7

  3. Correction: Performance comparison between multi-center histopathology datasets of a weakly-supervised deep learning model for pancreatic ductal adenocarcinoma detection (Cancer Imaging, (2023), 23, 1, (66), 10.1186/s40644-023-00586-3)

    Cancer Imaging

  4. New Advances in Artificial Neural Networks and Machine Learning Techniques

    Neural Processing Letters

  5. New Developments in Time Series and Forecasting, ITISE-2023 †

    Engineering Proceedings

  6. Performance comparison between multi-center histopathology datasets of a weakly-supervised deep learning model for pancreatic ductal adenocarcinoma detection

    Cancer Imaging, Vol. 23, Núm. 1

  7. Predicting COVID-19 Severity Integrating RNA-Seq Data Using Machine Learning Techniques

    Current Bioinformatics, Vol. 18, Núm. 3, pp. 221-231

  8. Preface

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  9. Preface

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  10. Preface

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  11. Preface

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  12. Special Issue: New Advances in Bioinformatics and Biomedical Engineering Using Machine Learning Techniques, IWBBIO-2022

    Genes

  13. Speeding up Simulations for Radiotherapy Research by Means of Machine Learning

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  14. Towards the Identification of Multiclass Lung Cancer-Related Genes: An Evolutionary and Intelligent Procedure

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  15. Uterine Cervix and Corpus Cancers Characterization Through Gene Expression Analysis Using the KnowSeq Tool

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2022

  1. Battery state estimation with ANN and SVR evaluating electrochemical impedance spectra generalizing DC currents

    Applied Sciences (Switzerland), Vol. 12, Núm. 1

  2. COVID-19 Biomarkers Recognition & Classification Using Intelligent Systems

    Current Bioinformatics, Vol. 17, Núm. 5, pp. 426-439