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Data-driven approaches for health care : machine learning for identifying high utilizers / Chengliang Yang [and 3 others].

By: Contributor(s): Material type: TextTextPublisher: Boca Raton, Florida : CRC Press, 2020Description: ix, 107 pages : illustrations ; 26 cmContent type:
  • text
Media type:
  • unmediated
Carrier type:
  • volume
ISBN:
  • 9781032088686
Subject(s): DDC classification:
  • 362.10683 Y161d 23
LOC classification:
  • RA410.6
Contents:
Introduction -- Overview of health care data -- Machine learning modeling from health care data -- Descriptive analysis of high utilizers -- Residuals analysis for identifying high utilizers -- Machine learning results for high utilizers -- Conclusions.
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Holdings
Item type Current library Shelving location Call number Copy number Status Date due Barcode
Books Books Main Library-Nabua Nursing Section NUR 362.10683 Y161d 2020 (Browse shelf(Opens below)) 1-1 Available 027372

Includes bibliographical references and index.

Introduction -- Overview of health care data -- Machine learning modeling from health care data -- Descriptive analysis of high utilizers -- Residuals analysis for identifying high utilizers -- Machine learning results for high utilizers -- Conclusions.

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