Health Informatics Data Analysis: Methods and Examples (Health Information Science) - Hardcover

Buch 4 von 6: Health Information Science
 
9783319449791: Health Informatics Data Analysis: Methods and Examples (Health Information Science)
Hardcover
ISBN 10: 3319449796 ISBN 13: 9783319449791
Verlag: Springer, 2017

Inhaltsangabe

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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Verlag
Springer
Erscheinungsdatum
2017
Sprache
Englisch
ISBN 10 
3319449796
ISBN 13 
9783319449791
Einband
Gebundene Ausgabe
Auflage
1
Anzahl der Seiten
220
Herausgeber
Xu Dong, Wang May D., Zhou Fengfeng, Cai Yunpeng
Kontakt zum Hersteller
ProductSafety@springernature.com
ProductSafety@springernature.com

Poststr. 9
Darmstadt
64293
Deutschland

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Vorgestellte Ausgabe

ISBN 10:  331983178X ISBN 13:  9783319831787
Verlag: Springer, 2018
Softcover