Monitoring care processes in the gynecologic oncology department
Monitoring care processes in the gynecologic oncology department
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DOI：
10.1016/j.compbiomed.2013.10.015
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发表时间：
2014-01-01
影响因子：
7.7
通讯作者：
Baesens, Bart
中科院分区：
文献类型：
--
作者：
Caron, Filip;Vanthienen, Jan;Baesens, Bart
医疗保健提供者的护理过程通常被认为是以人为中心的、灵活的、不断发展的、复杂的和多学科的。因此，深入了解这些护理过程的动态可能是一项艰巨的任务。本研究提出了一种新的基于事件日志的方法，用于提取有关过去护理过程执行的有价值的医疗和组织信息。护理过程借助一组优先的过程挖掘技术进行分析，以便发现复发模式、分析和表征过程变量并识别不良医疗事件。(C)2013爱思唯尔有限公司。保留所有权利。
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.