Coverart for item
The Resource Healthcare data analytics, edited by Chandan K. Reddy, Charu C. Aggarwal

Healthcare data analytics, edited by Chandan K. Reddy, Charu C. Aggarwal

Label
Healthcare data analytics
Title
Healthcare data analytics
Statement of responsibility
edited by Chandan K. Reddy, Charu C. Aggarwal
Contributor
Editor
Subject
Genre
Language
eng
Summary
At the intersection of computer science and healthcare, data analytics has emerged as a promising tool for solving problems across many healthcare-related disciplines. Supplying a comprehensive overview of recent healthcare analytics research, Healthcare Data Analytics provides a clear understanding of the analytical techniques currently available to solve healthcare problems. The book details novel techniques for acquiring, handling, retrieving, and making best use of healthcare data. It analyzes recent developments in healthcare computing and discusses emerging technologies that can help improve the health and well-being of patients. Written by prominent researchers and experts working in the healthcare domain, the book sheds light on many of the computational challenges in the field of medical informatics. Each chapter in the book is structured as a "survey-style" article discussing the prominent research issues and the advances made on that research topic. The book is divided into three major categories: Healthcare Data Sources and Basic Analytics - details the various healthcare data sources and analytical techniques used in the processing and analysis of such data Advanced Data Analytics for Healthcare - covers advanced analytical methods, including clinical prediction models, temporal pattern mining methods, and visual analytics Applications and Practical Systems for Healthcare - covers the applications of data analytics to pervasive healthcare, fraud detection, and drug discovery along with systems for medical imaging and decision support Computer scientists are usually not trained in domain-specific medical concepts, whereas medical practitioners and researchers have limited exposure to the data analytics area. The contents of this book will help to bring together these diverse communities by carefully and comprehensively discussing the most relevant contributions from each domain
Member of
Cataloging source
N$T
Dewey number
610.2/1
Index
no index present
LC call number
RA409
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorDate
1980-
http://library.link/vocab/relatedWorkOrContributorName
  • Reddy, Chandan K.
  • Aggarwal, Charu C.
Series statement
Chapman & Hall/CRC data mining and knowledge discovery series
http://library.link/vocab/subjectName
  • Medical statistics
  • Medical care
  • Data Mining
  • Statistics as Topic
  • HEALTH & FITNESS
  • HEALTH & FITNESS
  • MEDICAL
  • MEDICAL
  • MEDICAL
  • MEDICAL
  • MEDICAL
  • MEDICAL
  • Medical care
  • Medical statistics
Label
Healthcare data analytics, edited by Chandan K. Reddy, Charu C. Aggarwal
Instantiates
Publication
Copyright
Antecedent source
unknown
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Part I. Healthcare data sources and basic analytics -- Part II. Advanced data analytics for healtcare -- Part III. Applications and practical systems for healtcare
Dimensions
unknown
Extent
1 online resource
File format
unknown
Form of item
online
Isbn
9781482232127
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
http://library.link/vocab/ext/overdrive/overdriveId
cl0500000620
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • ocn911616817
  • (OCoLC)911616817
Label
Healthcare data analytics, edited by Chandan K. Reddy, Charu C. Aggarwal
Publication
Copyright
Antecedent source
unknown
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Part I. Healthcare data sources and basic analytics -- Part II. Advanced data analytics for healtcare -- Part III. Applications and practical systems for healtcare
Dimensions
unknown
Extent
1 online resource
File format
unknown
Form of item
online
Isbn
9781482232127
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
http://library.link/vocab/ext/overdrive/overdriveId
cl0500000620
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • ocn911616817
  • (OCoLC)911616817

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