Publicaciones (110) Publicaciones de OLGA VALENZUELA CANSINO

2024

  1. 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. Comprehensive Pan-cancer Gene Signature Assessment through the Implementation of a Cascade Machine Learning System

    Current Bioinformatics, Vol. 18, Núm. 1, pp. 40-54

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

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

  4. Deep Learning Systems for the Classification of Cardiac Pathologies Using ECG Signals

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

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

    Neural Processing Letters

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

    Engineering Proceedings

  7. Preface

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

  8. Preface

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

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

    Genes

2022

  1. COVID-19 Severity Classification Using a Hierarchical Classification Deep Learning Model

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

  2. Determination of the Severity and Percentage of COVID-19 Infection through a Hierarchical Deep Learning System

    Journal of Personalized Medicine, Vol. 12, Núm. 4

  3. Impact of Image Preprocessing Methods and Deep Learning Models for Classifying Histopathological Breast Cancer Images

    Applied Sciences (Switzerland), Vol. 12, Núm. 22

  4. Multi-Class Classifier in Parkinson’s Disease Using an Evolutionary Multi-Objective Optimization Algorithm

    Applied Sciences (Switzerland), Vol. 12, Núm. 6

  5. Preface

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

  6. Preface

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

  7. Statement of Peer Review †

    Engineering Proceedings

2021

  1. Advanced neural network systems for solving complex real problems: Special Issue of IWANN 2019

    Neural Processing Letters

  2. Estimation of COVID-19 Dynamics in the Different States of the United States during the First Months of the Pandemic †

    Engineering Proceedings, Vol. 5, Núm. 1

2020

  1. Computational Intelligence Methods for Time Series Analysis and Forecasting: Special Issue of IWANN 2017

    Neural Processing Letters