Monitoring care processes in the gynecologic oncology department


Autoria(s): Caron, Filip; Vanthienen, Jan; Vanhaecht, Kris; Van Limbergen, Erik; De Weerdt, Jochen; Baesens, Bart
Data(s)

2014

Resumo

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.

Identificador

http://eprints.qut.edu.au/88675/

Publicador

Pergamon Press

Relação

DOI:10.1016/j.compbiomed.2013.10.015

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.

Fonte

School of Information Systems; Science & Engineering Faculty

Palavras-Chave #Clinical pathways; Process mining; Health information systems; Healthcare quality; Medical informatics; Care processes
Tipo

Journal Article