The Resource Clinical data mining for physician decision making and investigating health outcomes : methods for prediction and analysis, Patricia Cerrito and John Cerrito, editors

Clinical data mining for physician decision making and investigating health outcomes : methods for prediction and analysis, Patricia Cerrito and John Cerrito, editors

Label
Clinical data mining for physician decision making and investigating health outcomes : methods for prediction and analysis
Title
Clinical data mining for physician decision making and investigating health outcomes
Title remainder
methods for prediction and analysis
Statement of responsibility
Patricia Cerrito and John Cerrito, editors
Contributor
Subject
Language
eng
Summary
"This book shows how the investigation of healthcare databases can be used to examine physician decisions to develop evidence-based treatment guidelines that optimize patient outcomes"--Provided by publisher
Member of
Cataloging source
LGG
Dewey number
610.285
Illustrations
illustrations
Index
index present
LC call number
R859.7.D36
LC item number
C55 2010
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Label
Clinical data mining for physician decision making and investigating health outcomes : methods for prediction and analysis, Patricia Cerrito and John Cerrito, editors
Publication
Bibliography note
Includes bibliographical references and index
http://library.link/vocab/branchCode
  • net
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
mixed
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Preprocessing the data -- Errors and missing values in the dataset -- Introduction to the use of MEPS (medical expenditure panel survey) -- Preprocessing Medpar data -- Extracting data from the national inpatient sample -- Creating a one-to-one relationship in the data from a many-to-many -- Merging different datasets to allow for a complete analysis (inpatient, outpatient, physician visits, medications) -- Introduction to analysis using time components -- More survival data mining-multiple time of endpoints -- Using the data to define patient compliance -- Compression of diagnosis and procedure codes -- Comparisons of patient severity indices
Control code
ocn649282549
Dimensions
unknown
Extent
1 online resource (352 pages)
Form of item
online
Isbn
9781615209064
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
9786612659362
Other physical details
illustrations
http://library.link/vocab/ext/overdrive/overdriveId
265936
http://library.link/vocab/recordID
.b25870841
Specific material designation
remote
System control number
  • (OCoLC)649282549
  • infosci1615209069

Library Locations

    • Deakin University Library - Geelong Waurn Ponds CampusBorrow it
      75 Pigdons Road, Waurn Ponds, Victoria, 3216, AU
      -38.195656 144.304955
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