Pattern Recognition Techniques Applied to Biomedical Problems

Martha Refugio Ortiz-Posadas

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English

Springer Nature Switzerland AG
01 March 2021

Combinatorics & graph theory; Mathematical modelling; Pattern recognition

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

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 witha special interest in state-of-the-art pattern recognition techniques as applied to biomedicine.

Edited by: Martha Refugio Ortiz-Posadas
Imprint: Springer Nature Switzerland AG
Country of Publication: Switzerland
Edition: 2020 ed.
Dimensions: Height: 235mm, Width: 155mm,
Weight: 454g
ISBN: 9783030380236
ISBN 10: 3030380238
Series: STEAM-H: Science, Technology, Engineering, Agriculture, Mathematics & Health
Pages: 221
Publication Date: 01 March 2021
Audience: Professional and scholarly , Undergraduate
Format: Paperback
Publisher's Status: Active

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