Journal article
Process mining in healthcare: A literature review
E Rojas, J Munoz-Gama, M Sepúlveda, D Capurro
Journal of Biomedical Informatics | ACADEMIC PRESS INC ELSEVIER SCIENCE | Published : 2016
Abstract
Process Mining focuses on extracting knowledge from data generated and stored in corporate information systems in order to analyze executed processes. In the healthcare domain, process mining has been used in different case studies, with promising results. Accordingly, we have conducted a literature review of the usage of process mining in healthcare. The scope of this review covers 74 papers with associated case studies, all of which were analyzed according to eleven main aspects, including: process and data types; frequently posed questions; process mining techniques, perspectives and tools; methodologies; implementation and analysis strategies; geographical analysis; and medical fields. T..
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Awarded by Comisión Nacional de Investigación Científica y Tecnológica
Funding Acknowledgements
The authors would like to thank the Health Analytics Using Process Mining Team from the Department of Mathematics and Computer Science of Eindhoven University in The Netherlands for the repository of case studies compiled, and which has been used in this review paper. This paper was supported by Fondecyt (Chile) grant No. 1150365 and by the Comision Nacional de Investigacion Cientiifica - CONICYT - Ministry of Education, Chile, Ph.D. Student Fellowships.