Methods Used in the Development of Common Data Models for Health Data: Scoping Review

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Authors

Najia Ahmadi · University Hospital Carl Gustav Carus

Michéle Zoch · University Hospital Carl Gustav Carus

Patricia Kelbert · Fraunhofer Institute for Experimental Software Engineering

Richard Noll · Goethe University Frankfurt

Jannik Schaaf · Goethe University Frankfurt

Markus Wolfien · German Research Centre for Artificial Intelligence

Martin Sedlmayr

Abstract

The included articles showed the diversity of methods used to develop a CDM in different domains of health. We highlight the need for more specialized CDM development methods in the health domain and propose a suggestive development process that might ease the development of CDMs in the health domain in the future.

Topics & Keywords

Chronic Disease Management Strategies Electronic Health Records Systems Machine Learning in Healthcare

UN Sustainable Development Goals

Partnerships for the goals

Publication Details

Published in: JMIR Medical Informatics

Volume 11, pp. e45116-e45116

DOI: 10.2196/45116

Field-Weighted Citation Impact: 5.58