(Ebook PDF) Pattern Recognition Techniques Applied to Biomedical Problems 1st edition by Martha Refugio OrtizPosadas 3030380211 9783030380212 full chapters

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ISBN-10 ‏ : ‎3030380211 

ISBN-13 ‏ : ‎  9783030380212 

Author :  Martha Refugio OrtizPosadas

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.

Pattern Recognition Techniques Applied to Biomedical Problems 1st Table of contents:

The Classification of Independent Components for Biomedical Signal Denoising: Two Case Studies
Pattern Recognition Applied to the Analysis of Genomic Data and Its Association to Diseases
Images Analysis Method for the Detection of Chagas Parasite in Blood Image
Monitoring and Evaluating Public Health Interventions
Recognition of Nausea Patterns by Multichannel Electrogastrography
Random Forest Algorithm for Prediction of HIV Drug Resistance
Analysis of Cardiac Contraction Patterns
Pattern Recognition to Automate Chronic Patients Follow-Up and to Assist Outpatient Diagnostics
Pattern Recognition for Supporting the Replacement of Medical Equipment at Mexican Institute of Pe

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