Application of Process Mining in Healthcare - A Case Study in a Dutch Hospital

By Ronny Mans, Helen Schonenberg, Minseok Song, Wil M.P. van der Aalst, Piet J. M. Bakker. International Joint Conference on Biomedical Engineering Systems and Technologies, 2008

407 citations recorded by the source corpus.

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

Flexible Heuristics Miner (FHM) (2011, methodology): “This kind of information, in combination with some process mining techniques, can also be used to get more insight in the health care process [6, 5].”
Process mining in healthcare: A literature review (2016, methodology): “…[1,11,12,14,15,33,37,42,55,56,63,67,73,75,87] 20 Trace Clustering [11,15,35,40,41,44,60,67] 11 Conformance Checker [1,14,40,56,78,80] 8 Performance [11,14,39,42,56,59] 8 Performance Sequence Analyzer [42,44,50,54,84] 7 Ontologies [30,31,73,78] 5 Alpha Miner [16,55,83] 4 LTL Checker [14,44,49] 4…”
Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour (2013, background): “Auditing of discovered models can prove compliance with organisational and governmental regulations [3], and replay of historical behaviour on the discovered model can reveal social networks and bottlenecks [17,15,4].”
Business process analysis in healthcare environments: A methodology based on process mining (2012, methodology): “Related work by several authors suggests that process mining can be successfully applied to the analysis of healthcare processes [14] [18] [13] [13] [12].”
XES, XESame, and ProM 6 (2010, background): “For the Dutch AMC hospital, we have shown [14] that we were able to derive understandable models for large groups of patients, which was confirmed by people of the hospital.”