Data driven approaches for healthcare : machine learning for identifying high utilizers

Chengliang Yang, Chris Delcher, Elizabeth Shenkman, Sanjay Ranka

Introduction. Overview of Healthcare Data. Machine Learning Modeling from Healthcare Data. Machine Learning Modeling from Healthcare Data. Descriptive Analysis of High Utlizers. Residuals Analysis for Identifying High Utilizers.Machine Learning Results for High Utilizers.

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Year of publication:	2020
Authors:	Yang, Chengliang ; Delcher, Chris ; Shenkman, Elizabeth ; Ranka, Sanjay
Publisher:	Boca Raton : CRC Press, Taylor & Francis Group,
Subject:	Künstliche Intelligenz \| Artificial intelligence \| Gesundheitsversorgung \| Health care \| Gesundheitswesen \| Health care system

Extent:	1 online resource.
Series:	Chapman & Hall/CRC big data series
Type of publication:	Book / Working Paper
Language:	English
ISBN:	978-0-429-34276-9 ; 0-429-34276-4 ; 978-1-000-70003-9 ; 1-000-70003-8 ; 978-1-000-70125-8 ; 1-000-70125-5 ; 978-1-000-70064-0 ; 1-000-70064-X ; 978-0-367-34290-6
Other identifiers:	10.1201/9780429342769 [DOI]
Source:	ECONIS - Online Catalogue of the ZBW

Persistent link: https://www.econbiz.de/10013182378