Coverart for item
The Resource Advanced data analytics in health, Philippe J. Giabbanelli, Vijay K. Mago, Elpiniki I. Papageorgiou, editors, (electronic book)

Advanced data analytics in health, Philippe J. Giabbanelli, Vijay K. Mago, Elpiniki I. Papageorgiou, editors, (electronic book)

Label
Advanced data analytics in health
Title
Advanced data analytics in health
Statement of responsibility
Philippe J. Giabbanelli, Vijay K. Mago, Elpiniki I. Papageorgiou, editors
Contributor
Editor
Subject
Language
eng
Summary
This book introduces readers to the methods, types of data, and scale of analysis used in the context of health. The challenges of working with big data are explored throughout the book, while the benefits are also emphasized through the discoveries made possible by linking large datasets. Methods include thorough case studies from statistics, as well as the newest facets of data analytics: data visualization, modeling and simulation, and machine learning. The diversity of datasets is illustrated through chapters on networked data, image processing, and text, in addition to typical structured numerical datasets. While the methods, types of data, and scale have been individually covered elsewhere, by bringing them all together under one "umbrella" the book highlights synergies, while also helping scholars fluidly switch between tools as needed. New challenges and emerging frontiers are also discussed, helping scholars grasp how methods will need to change in response to the latest challenges in health
Member of
Cataloging source
N$T
Dewey number
362.1068
Index
no index present
LC call number
R858
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • Giabbanelli, Philippe J.
  • Mago, Vijay K.
  • Papageorgiou, Elpiniki I.
Series statement
Smart innovation, systems, and technologies
Series volume
93
http://library.link/vocab/subjectName
  • Medical informatics
  • Big data
  • Medical care
Label
Advanced data analytics in health, Philippe J. Giabbanelli, Vijay K. Mago, Elpiniki I. Papageorgiou, editors, (electronic book)
Instantiates
Publication
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
Dimensionality Reduction for Exploratory Data Analysis in Daily Medical Research -- Navigating Complex Systems for Policymaking using Simple Software Tools -- An Agent-based Model of Healthy Eating with Applications to Hypertension -- Young Adults, Health Insurance Expansions and Hospital Services Utilization -- The Impact of Patient Incentives on Comprehensive Diabetes Care Services and Medical Expenditures -- Challenges and Cases of Genomic Data Integration Across Technologies and Biological Scales
Extent
1 online resource.
Form of item
online
Isbn
9783319779102
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-77911-9
System control number
  • (OCoLC)1032070727
  • on1032070727
Label
Advanced data analytics in health, Philippe J. Giabbanelli, Vijay K. Mago, Elpiniki I. Papageorgiou, editors, (electronic book)
Publication
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
Dimensionality Reduction for Exploratory Data Analysis in Daily Medical Research -- Navigating Complex Systems for Policymaking using Simple Software Tools -- An Agent-based Model of Healthy Eating with Applications to Hypertension -- Young Adults, Health Insurance Expansions and Hospital Services Utilization -- The Impact of Patient Incentives on Comprehensive Diabetes Care Services and Medical Expenditures -- Challenges and Cases of Genomic Data Integration Across Technologies and Biological Scales
Extent
1 online resource.
Form of item
online
Isbn
9783319779102
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-77911-9
System control number
  • (OCoLC)1032070727
  • on1032070727

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