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非详尽的跟踪检索用于管理中风患者

Non-exhaustive Trace Retrieval for Managing Stroke Patients

作者:S. Montani;G. Leonardi 加工时间:2015-08-24 信息来源:科技报告(Other) 索取原文[14 页]
关键词:检索;检查痕迹;医疗过程
摘 要:Retrieving and inspecting traces that log medical processes execution can be a significant help in exception management, and is the first step towards a thorough analysis of the service provided by an health care organization. In this work, we report on extensive retrieval experiments, conducted on a database of 2000 real patient traces, collected at different stroke management units in the Lombardia region, Italy. In our approach, retrieval exploits a K-Nearest Neighbor technique, and relies on a distance definition able to explicitly take into account temporal information in traces-since in emergency medicine the role of time is central. Retrieval is also made faster by the application of non-exhaustive search procedures, that are described in the paper.
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