Health Informatics Data Analysis: Methods and Examples (Health Information Science) - Hardcover
Book 4 of 6: Health Information Science
Synopsis
This book provides a comprehensive overview of different biomedical data types, including both clinical and genomic data. Thorough explanations enable readers to explore key topics ranging from electrocardiograms to Big Data health mining and EEG analysis techniques. Each chapter offers a summary of the field and a sample analysis. Also covered are telehealth infrastructure, healthcare information association rules, methods for mass spectrometry imaging, environmental biodiversity, and the global nonlinear fitness function for protein structures. Diseases are addressed in chapters on functional annotation of lncRNAs in human disease, metabolomics characterization of human diseases, disease risk factors using SNP data and Bayesian methods, and imaging informatics for diagnostic imaging marker selection.
With the exploding accumulation of Electronic Health Records (EHRs), there is an urgent need for computer-aided analysis of heterogeneous biomedical datasets. Biomedical data is notorious for its diversified scales, dimensions, and volumes, and requires interdisciplinary technologies for visual illustration and digital characterization. Various computer programs and servers have been developed for these purposes by both theoreticians and engineers.
This book is an essential reference for investigating the tools available for analyzing heterogeneous biomedical data. It is designed for professionals, researchers, and practitioners in biomedical engineering, diagnostics, medical electronics, and related industries.
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Review
“It would be nice to enhance the examples presented throughout the book with a more detailed step-by-step guide for non-experts in the medical domain, including a reader-friendly analysis and interpretation of the results obtained along with a summary of lessons learned.” (Sergio Ilarri, Computing Reviews, April, 2018)
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Health Informatics Data Analysis. Methods and Examples.
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Health Informatics Data Analysis: Methods and Examples (Health Information Science)
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Health Informatics Data Analysis
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ISBN 10: 3319449796
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Buch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book provides a comprehensive overview of different biomedical data types, including both clinical and genomic data. Thorough explanations enable readers to explore key topics ranging from electrocardiograms to Big Data health mining and EEG analysis techniques. Each chapter offers a summary of the field and a sample analysis. Also covered are telehealth infrastructure, healthcare information association rules, methods for mass spectrometry imaging, environmental biodiversity, and the global nonlinear fitness function for protein structures. Diseases are addressed in chapters on functional annotation of lncRNAs in human disease, metabolomics characterization of human diseases, disease risk factors using SNP data and Bayesian methods, and imaging informatics for diagnostic imaging marker selection.With the exploding accumulation of Electronic Health Records (EHRs), there is an urgent need for computer-aided analysis of heterogeneous biomedical datasets. Biomedical data is notorious for its diversified scales,dimensions, and volumes, and requires interdisciplinary technologies for visual illustration and digital characterization. Various computer programs and servers have been developed for these purposes by both theoreticians and engineers.This book is an essential reference for investigating the tools available for analyzing heterogeneous biomedical data. It is designed for professionals, researchers, and practitioners in biomedical engineering, diagnostics, medical electronics, and related industries. 220 pp. Englisch. Seller Inventory # 9783319449791
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Health Informatics Data Analysis
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Offers a comprehensive overview of biomedical data types and explains why and how to examine types of data Chapters provide both field overviews and sample analysisExamines OMICs, an increas. Seller Inventory # 127946383
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Health Informatics Data Analysis: Methods and Examples (Health Information Science)
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Health Informatics Data Analysis: Methods and Examples (Health Information Science)
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Health Informatics Data Analysis
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Buch. Condition: Neu. This item is printed on demand - Print on Demand Titel. Neuware -1 Electrocardiogram.- 2 EEG visualization and analysis techniques.- 3 Big health data mining.- 4 Computational infrastructure for tele-health.- 5 Identification and Functional Annotation of lncRNAs in human disease.- 6 Metabolomics characterization of human diseases.- 7 Metagenomics for Monitoring Environmental Biodiversity: Challenges, Progress, and Opportunities.- 8 Global nonlinearfitness function for protein structures.- 9 Clinical Assessment of Disease Risk Factors Using SNP Data and Bayesian Methods.- 10 Imaging genetics: information fusion and association techniques between biomedical images and genetic factors.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 220 pp. Englisch. Seller Inventory # 9783319449791
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Health Informatics Data Analysis : Methods and Examples
Published by
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ISBN 10: 3319449796
ISBN 13: 9783319449791
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Buch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book provides a comprehensive overview of different biomedical data types, including both clinical and genomic data. Thorough explanations enable readers to explore key topics ranging from electrocardiograms to Big Data health mining and EEG analysis techniques. Each chapter offers a summary of the field and a sample analysis. Also covered are telehealth infrastructure, healthcare information association rules, methods for mass spectrometry imaging, environmental biodiversity, and the global nonlinear fitness function for protein structures. Diseases are addressed in chapters on functional annotation of lncRNAs in human disease, metabolomics characterization of human diseases, disease risk factors using SNP data and Bayesian methods, and imaging informatics for diagnostic imaging marker selection.With the exploding accumulation of Electronic Health Records (EHRs), there is an urgent need for computer-aided analysis of heterogeneous biomedical datasets. Biomedical data is notorious for its diversified scales,dimensions, and volumes, and requires interdisciplinary technologies for visual illustration and digital characterization. Various computer programs and servers have been developed for these purposes by both theoreticians and engineers.This book is an essential reference for investigating the tools available for analyzing heterogeneous biomedical data. It is designed for professionals, researchers, and practitioners in biomedical engineering, diagnostics, medical electronics, and related industries. Seller Inventory # 9783319449791
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Health Informatics Data Analysis: Methods and Examples (Health Information Science)
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