Coverart for item
The Resource Health informatics data analysis : methods and examples, Dong Xu, May D. Wang, Fengfeng Zhou, Yunpeng Cai, editors

Health informatics data analysis : methods and examples, Dong Xu, May D. Wang, Fengfeng Zhou, Yunpeng Cai, editors

Label
Health informatics data analysis : methods and examples
Title
Health informatics data analysis
Title remainder
methods and examples
Statement of responsibility
Dong Xu, May D. Wang, Fengfeng Zhou, Yunpeng Cai, editors
Contributor
Editor
Subject
Language
eng
Summary
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
Member of
Cataloging source
N$T
Dewey number
610.285
Illustrations
illustrations
Index
no index present
LC call number
R858
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
NLM call number
W 26.5
http://library.link/vocab/relatedWorkOrContributorDate
1965-
http://library.link/vocab/relatedWorkOrContributorName
  • Xu, Dong
  • Wang, May D.
  • Zhou, Fengfeng
  • Cai, Yunpeng
Series statement
Health information science,
http://library.link/vocab/subjectName
  • Medicine
  • Medical informatics
  • Data mining
  • Bioinformatics
  • Medical Informatics
  • Computing Methodologies
  • Data Mining
  • Medical Informatics Applications
  • Electronic Health Records
  • HEALTH & FITNESS / Holism
  • HEALTH & FITNESS / Reference
  • MEDICAL / Alternative Medicine
  • MEDICAL / Atlases
  • MEDICAL / Essays
  • MEDICAL / Family & General Practice
  • MEDICAL / Holistic Medicine
  • MEDICAL / Osteopathy
  • Medicine
Label
Health informatics data analysis : methods and examples, Dong Xu, May D. Wang, Fengfeng Zhou, Yunpeng Cai, editors
Instantiates
Publication
Copyright
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Global nonlinear fitness function for protein structures -- Computational methods for mass spectrometry imaging: challenges, progress, and opportunities -- Identification and functional annotation of lncRNAs in human disease -- Metabolomics characterization of human diseases -- Metagenomics for monitoring environmental biodiversity: challenges, progress, and opportunities -- Clinical assessment of disease risk factors using SNP data and Bayesian methods -- Imaging genetics: information fusion and association techniques between biomedical images and genetic factors -- Biomedical imaging informatics for diagnostic imaging marker selection -- ECG annotation and diagnosis classification techniques -- EEG visualization and analysis techniques -- Big health data mining -- Computational infrastructure for telehealth -- Healthcare data mining, association rule mining, and applications
Control code
1003317471
Extent
1 online resource.
Form of item
online
Isbn
9783319449814
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-44981-4
Specific material designation
remote
System control number
(OCoLC)1003317471
Label
Health informatics data analysis : methods and examples, Dong Xu, May D. Wang, Fengfeng Zhou, Yunpeng Cai, editors
Publication
Copyright
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Global nonlinear fitness function for protein structures -- Computational methods for mass spectrometry imaging: challenges, progress, and opportunities -- Identification and functional annotation of lncRNAs in human disease -- Metabolomics characterization of human diseases -- Metagenomics for monitoring environmental biodiversity: challenges, progress, and opportunities -- Clinical assessment of disease risk factors using SNP data and Bayesian methods -- Imaging genetics: information fusion and association techniques between biomedical images and genetic factors -- Biomedical imaging informatics for diagnostic imaging marker selection -- ECG annotation and diagnosis classification techniques -- EEG visualization and analysis techniques -- Big health data mining -- Computational infrastructure for telehealth -- Healthcare data mining, association rule mining, and applications
Control code
1003317471
Extent
1 online resource.
Form of item
online
Isbn
9783319449814
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-44981-4
Specific material designation
remote
System control number
(OCoLC)1003317471

Library Locations

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      1020 Lowry Street, Columbia, MO, 65201, US
      38.944491 -92.326012
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      1 Hospital Dr, Columbia, MO, 65201, US
      38.939544 -92.328377
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