Pattern Recognition Techniques Applied to Biomedical Problems

Martha Refugio Ortiz-Posadas

ISBN 10: 3030380238 ISBN 13: 9783030380236
Published by Springer, 2021
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Synopsis:

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.

About the Author:

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



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Title: Pattern Recognition Techniques Applied to ...
Publisher: Springer
Publication Date: 2021
Binding: Soft cover
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Condition: Hervorragend. Zustand: Hervorragend | Sprache: Englisch | Produktart: Bücher | 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 töpattern 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. Seller Inventory # 37265612/1

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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Covers various pattern recognition techniques with applications in biomedicine&nbspMeasures how efficient such methods are for processing medical information&nbspOffers computational tools and methodologies as aux. Seller Inventory # 448680831

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Martha Refugio Ortiz-Posadas
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Taschenbuch. Condition: Neu. Pattern Recognition Techniques Applied to Biomedical Problems | Martha Refugio Ortiz-Posadas | Taschenbuch | x | Englisch | 2021 | Springer | EAN 9783030380236 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu. Seller Inventory # 119624077

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Taschenbuch. Condition: Neu. This item is printed on demand - Print on Demand Titel. Neuware -On the classification of independent components for biomedical signals de-noising: two study cases.- Pattern recognition applied to the analysis of genomic data and its association to diseases.- Image analysis method for the detection of Chagas parasite in blood image.- Monitoring and evaluating public health interventions.- Recognition of nausea patterns in multichannel electrogastrography.- Random Forest for Prediction of HIV Drug Resistance.- Analysis of cardiac contraction patterns.- Pattern Recognition of Chronic Patients Home Life and Out Patient Visits to Automate Follow up and Clinical Management.- Pattern recognition in medical equipment replacement at hospitals.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 232 pp. Englisch. Seller Inventory # 9783030380236

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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 232 pp. Englisch. Seller Inventory # 9783030380236

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Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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. Seller Inventory # 9783030380236

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