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Introduction to Machine Learning in Digital Healthcare Epidemiology.

Authors :
Roth JA
Battegay M
Juchler F
Vogt JE
Widmer AF
Source :
Infection control and hospital epidemiology [Infect Control Hosp Epidemiol] 2018 Dec; Vol. 39 (12), pp. 1457-1462. Date of Electronic Publication: 2018 Nov 05.
Publication Year :
2018

Abstract

To exploit the full potential of big routine data in healthcare and to efficiently communicate and collaborate with information technology specialists and data analysts, healthcare epidemiologists should have some knowledge of large-scale analysis techniques, particularly about machine learning. This review focuses on the broad area of machine learning and its first applications in the emerging field of digital healthcare epidemiology.

Details

Language :
English
ISSN :
1559-6834
Volume :
39
Issue :
12
Database :
MEDLINE
Journal :
Infection control and hospital epidemiology
Publication Type :
Academic Journal
Accession number :
30394238
Full Text :
https://doi.org/10.1017/ice.2018.265