Analysis of Hospital Processes with Process Mining Techniques

被引:12
|
作者
Orellana Garcia, Arturo [1 ]
Perez Alfonso, Damian [2 ]
Larrea Armenteros, Osvaldo Ulises [3 ]
机构
[1] Univ Informat Sci, Dept Applicat, Ctr Med Informat, Havana, Cuba
[2] Univ Informat Sci, Fac 3, Havana, Cuba
[3] Univ Informat Sci, Havana, Cuba
来源
关键词
Hospital environment; Process mining; Event logs; Hospital Information System; Process model;
D O I
10.3233/978-1-61499-564-7-310
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Process mining allows for discovery, monitoring, and improving processes identified in information systems from their event logs. In hospital environments, process analysis has been a crucial factor for cost reduction, control and proper use of resources, better patient care, and achieving service excellence. This paper presents a new component for event logs generation in the Hospital Information System or HIS, developed at University of Informatics Sciences. The event logs obtained are used for analysis of hospital processes with process mining techniques. The proposed solution intends to achieve the generation of event logs in the system with high quality. The performed analyses allowed for redefining functions in the system and proposed proper flow of information. The study exposed the need to incorporate process mining techniques in hospital systems to analyze the processes execution. Moreover, we illustrate its application for making clinical and administrative decisions for the management of hospital activities.
引用
收藏
页码:310 / 314
页数:5
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