虚拟电子病案系统的流程挖掘分析

Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems Pub Date : 2013-06-20 DOI:10.1109/CBMS.2013.6627874

Álvaro Rebuge, L. Lapão, A. Freitas, R. Cruz-Correia

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引用次数: 12

摘要

流程挖掘可用于通过利用事件日志中记录的信息执行分析，从事件日志中提取医疗保健流程相关信息。我们报告了对事件日志进行的过程挖掘分析，该日志包含由一家中心医院的虚拟电子病历(VEPR)系统记录的用户活动的痕迹。进行了一系列技术分析。报告了对全局行为的发现和表征以及对观察到的用户任务的时间序列分析的结果。过程挖掘成功地应用于发现、描述和分析VEPR记录的用户行为。值得注意的是，在注销后观察到的任务执行情况，揭示了重大的安全问题。

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A process mining analysis on a Virtual Electronic Patient Record system

Process mining can be used to extract healthcare processes related information from event logs by performing analysis exploiting the information recorded in it. We report a process mining analysis made to an event log containing traces on user activity recorded by a Virtual Electronic Patient Record (VEPR) system of a Central Hospital. A set of technical analyses were performed. Results from the discovery and characterization of global behavior and from a time series analysis on observed user tasks are reported. Process mining was applied successfully to discover, characterize and analyze user behavior recorded from VEPR. Worth noting the execution of tasks profile observed after log out, revealing significant security problems.

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来源期刊

Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems

CiteScore

3.10

自引率

0.00%

发文量