4.4 Review

Introduction to Machine Learning in Digital Healthcare Epidemiology

Journal

INFECTION CONTROL AND HOSPITAL EPIDEMIOLOGY
Volume 39, Issue 12, Pages 1457-1462

Publisher

CAMBRIDGE UNIV PRESS
DOI: 10.1017/ice.2018.265

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Funding

  1. Division of Infectious Diseases and Hospital Epidemiology, University Hospital Basel, Basel, Switzerland

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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.

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