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Pattern Recognition Techniques Applied to Biomedical Problems

  • Martha Refugio Ortiz-Posadas
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  • 515 Downloads

Table of contents

  1. Front Matter
    Pages i-x
  2. Verónica Jiménez-Jacinto, Laura Gómez-Romero, Carlos-Francisco Méndez-Cruz
    Pages 35-61
  3. Leticia Vega-Alvarado, Alberto Caballero-Ruiz, Leopoldo Ruiz-Huerta, Francisco Heredia-López, Hugo Ruiz-Piña
    Pages 63-72
  4. Alfonso Rosales-López, Rosimary Terezinha de Almeida
    Pages 73-90
  5. Millaray Curilem, Sebastián Ulloa, Mariano Flores, Claudio Zanelli, Max Chacón
    Pages 91-108
  6. Letícia M. Raposo, Paulo Tadeu C. R. Rosa, Flavio F. Nobre
    Pages 109-127
  7. Luis Jiménez-Ángeles, Verónica Medina-Bañuelos, Alejandro Santos-Díaz, Raquel Valdés-Cristerna
    Pages 129-174
  8. Franco Simini, Matías Galnares, Gabriela Silvera, Pablo Álvarez-Rocha, Richard Low, Gabriela Ormaechea
    Pages 175-195
  9. Tlazohtzin R. Mora-García, Fernanda Piña-Quintero, Martha Refugio Ortiz-Posadas
    Pages 197-215
  10. Back Matter
    Pages 217-221

About this book

Introduction

This book covers pattern recognition techniques applied to various areas of biomedicine, including disease diagnosis and prognosis, and several problems of classification, with a special focus on—but not limited to—pattern recognition modeling of biomedical signals and images.  

Multidisciplinary by definition, the book’s topic blends computing, mathematics and other technical sciences towards the development of computational tools and methodologies that can be applied to pattern recognition processes. 

In this work, the efficacy of such methods and techniques for processing medical information is analyzed and compared, and auxiliary criteria for determining the correct diagnosis and treatment strategies are recommended and applied.  

Researchers in applied mathematics, the computer sciences, engineering and related fields with a focus on medical applications will benefit from this book, as well as professionals with a special interest in state-of-the-art pattern recognition techniques as applied to biomedicine.

Keywords

Pattern Recognition Mathematical Biology Mathematical Imaging Visualization Image Processing Knowledge Management Biosignal processing Knowledge representation Clinical engineering

Editors and affiliations

  • Martha Refugio Ortiz-Posadas
    • 1
  1. 1.Electrical Engineering DepartmentUniversidad Autónoma Metropolitana-IztapalapaMexico CityMexico

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-38021-2
  • Copyright Information Springer Nature Switzerland AG 2020
  • Publisher Name Springer, Cham
  • eBook Packages Mathematics and Statistics
  • Print ISBN 978-3-030-38020-5
  • Online ISBN 978-3-030-38021-2
  • Series Print ISSN 2520-193X
  • Series Online ISSN 2520-1948
  • Buy this book on publisher's site