Analysis of Hospital Processes with Process Mining Techniques.
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.
Department of Applications, Center of Medical Informatics, University of Informatics Sciences, Havana, Cuba.
Arturo
A
Orellana García
Faculty 3, University of Informatics Sciences, Havana, Cuba.
Damián
D
Pérez Alfonso
University of Informatics Sciences, Havana, Cuba.
Osvaldo Ulises
OU
Larrea Armenteros
D003462:Cuba; D057225:Data Mining / Q000379:methods*; D006739:Hospital Administration / Q000379:methods*; D006751:Hospital Information Systems / Q000458:organization & administration*; D017146:Models, Organizational; D009323:Natural Language Processing; D017064:Process Assessment, Health Care / Q000379:methods* / Q000458:organization & administration*