期刊
COMPUTERS IN BIOLOGY AND MEDICINE
卷 44, 期 -, 页码 88-96出版社
PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.compbiomed.2013.10.015
关键词
Clinical pathways; Process mining; Health information systems; Healthcare quality; Medical informatics; Care processes
The care processes of healthcare providers are typically considered as human-centric, flexible, evolving, complex and multi-disciplinary. Consequently, acquiring an insight in the dynamics of these care processes can be an arduous task. A novel event log based approach for extracting valuable medical and organizational information on past executions of the care processes is presented in this study. Care processes are analyzed with the help of a preferential set of process mining techniques in order to discover recurring patterns, analyze and characterize process variants and identify adverse medical events. (C) 2013 Elsevier Ltd. All rights reserved.
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