Monitoring care processes in the gynecologic oncology department
Caron, Filip, Vanthienen, Jan, Vanhaecht, Kris, Van Limbergen, Erik, De Weerdt, Jochen, & Baesens, Bart (2014) Monitoring care processes in the gynecologic oncology department. Computers in Biology and Medicine: an international journal, 44, pp. 88-96.
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.
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|Item Type:||Journal Article|
|Keywords:||Clinical pathways; Process mining; Health information systems; Healthcare quality; Medical informatics; Care processes|
|Divisions:||Current > Schools > School of Information Systems
Current > QUT Faculties and Divisions > Science & Engineering Faculty
|Deposited On:||01 Nov 2015 23:15|
|Last Modified:||01 Nov 2015 23:15|
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