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STEAM-H: Science, Technology, Engineering, Agriculture, Mathematics & Health

Pattern Recognition Techniques Applied to Biomedical Problems

Editors: Ortiz-Posadas, Martha Refugio (Ed.)

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  • Covers various pattern recognition techniques with applications in biomedicine 
  • Measures how efficient such methods are for processing medical information 
  • Offers computational tools and methodologies as auxiliary criteria in diagnosis and treatment strategies
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eBook $59.99
price for USA in USD
  • ISBN 978-3-030-38021-2
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
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  • Immediate eBook download after purchase
Hardcover $109.99
price for USA in USD
  • ISBN 978-3-030-38020-5
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
Softcover $74.99
price for USA in USD
  • ISBN 978-3-030-38023-6
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
About this book

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.

About the authors

Martha Refugio Ortiz-Posadas is a Professor at the Electrical Engineering Department, Universidad Autónoma Metropolitana, Iztapalapa, Mexico.



Table of contents (9 chapters)

Table of contents (9 chapters)
  • The Classification of Independent Components for Biomedical Signal Denoising: Two Case Studies

    Pages 1-33

    Jiménez-González, Aída (et al.)

  • Pattern Recognition Applied to the Analysis of Genomic Data and Its Association to Diseases

    Pages 35-61

    Jiménez-Jacinto, Verónica (et al.)

  • Images Analysis Method for the Detection of Chagas Parasite in Blood Image

    Pages 63-72

    Vega-Alvarado, Leticia (et al.)

  • Monitoring and Evaluating Public Health Interventions

    Pages 73-90

    Rosales-López, Alfonso (et al.)

  • Recognition of Nausea Patterns by Multichannel Electrogastrography

    Pages 91-108

    Curilem, Millaray (et al.)

Buy this book

eBook $59.99
price for USA in USD
  • ISBN 978-3-030-38021-2
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $109.99
price for USA in USD
  • ISBN 978-3-030-38020-5
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
Softcover $74.99
price for USA in USD
  • ISBN 978-3-030-38023-6
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
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Bibliographic Information

Bibliographic Information
Book Title
Pattern Recognition Techniques Applied to Biomedical Problems
Editors
  • Martha Refugio Ortiz-Posadas
Series Title
STEAM-H: Science, Technology, Engineering, Agriculture, Mathematics & Health
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-38021-2
DOI
10.1007/978-3-030-38021-2
Hardcover ISBN
978-3-030-38020-5
Softcover ISBN
978-3-030-38023-6
Series ISSN
2520-193X
Edition Number
1
Number of Pages
X, 221
Number of Illustrations
22 b/w illustrations, 46 illustrations in colour
Topics