Application of process mining in healthcare - A case study in a Dutch Hospital

Communications in Computer and Information Science

Volumn 25 CCIS, Issue , 2008, Pages 425-438

  Mans, R S ^a   Schonenberg, M H ^a   Song, M ^a   Van Der Aalst, W M P ^a   Bakker, P J M ^b  

^a EINDHOVEN UNIVERSITY OF TECHNOLOGY   (Netherlands)

^b UNIVERSITY OF AMSTERDAM   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

COMPETITIVE ADVANTAGE; CONTROL FLOWS; DUTCH HOSPITALS; DYNAMIC NATURE; HEALTHCARE PROCESS; NON-TRIVIAL TASKS; PROCESS MINING; ORGANIZATIONAL PERSPECTIVES;

BIOMEDICAL ENGINEERING; COMPETITION; HOSPITALS; HEALTH CARE;

DATA MINING;

EID: 77953998588     PISSN: 18650929     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-540-92219-3_32     Document Type: Conference Paper

References (12)

1. Anyanwu, K., Sheth, A., Cardoso, J., Miller, J., Kochut, K.: Healthcare Enterprise Process Development and Integration. Journal of Research and Practice in Information Technology 35(2), 83-98 (2003)
2. Dumas, M., van der Aalst, W.M.P., ter Hofstede, A.H.M.: Process-Aware Information Systems: Bridging People and Software through Process Technology. Wiley & Sons, Chichester (2005)
3. Elhuizen, S.G., Burger, M.P.M., Jonkers, R.E., Limburg, M., Klazinga, N., Bakker, P.J.M.: Using Business Process Redesign to Reduce Wait Times at a University Hospital in the Netherlands. The Joint Commission Journal on Quality and Patient Safety 33(6), 332-341 (2007)
4. Günther, C.W., van der Aalst, W.M.P.: Finding structure in unstructured processes: The case for process mining. Technical report
5. Lenz, R., Elstner, T., Siegele, H., Kuhn, K.: A Practical Approach to Process Support in Health Information Systems. Journal of the American Medical Informatics Association 9(6), 571-585 (2002)
6. van der Aalst, W.M.P., Reijers, H.A., Song, M.: Discovering Social Networks from Event Logs. Computer Supported Cooperative Work 14(6), 549-593 (2005)
7. van der Aalst, W.M.P., Reijers, H.A., Weijters, A.J.M.M., van Dongen, B.F., Alves de Medeiros, A.K., Song, M., Verbeek, H.M.W.: Business process mining: an industrial application. Information Systems 32(5), 713-732 (2007)
8. van der Aalst, W.M.P., van Dongen, B.F., Günther, C.W., Mans, R.S., Alves de Medeiros, A.K., Rozinat, A., Rubin, V., Song, M., Verbeek, H.M.W., Weijters, A.J.M.M.: ProM 4.0: Comprehensive Support for Real Process Analysis. In: Kleijn, J., Yakovlev, A. (eds.) ICATPN 2007. LNCS, vol. 4546, pp. 484-494. Springer, Heidelberg (2007)
9. van der Aalst, W.M.P., van Dongen, B.F., Herbst, J., Maruster, L., Schimm, G., Weijters, A.J.M.M.: Workflow Mining: A survey of Issues and Approaches. Data and Knowledge Engineering 47(2), 237-267 (2003)
10. van der Aalst, W.M.P., Weijters, A.J.M.M., Maruster, L.: Workflow Mining: Discovering Process Models from Event Logs. IEEE Transactions on Knowledge and Data Engineering 16(9), 1128-1142 (2004)
11. van Dongen, B.F., Busi, N., Pinnaand, G.M., van der Aalst, W.M.P.: An Iterative Algorithm for Applying the Theory of Regions in Process Mining. BETA Working Paper Series, WP 195, Eindhoven University of Technology, Eindhoven (2007)
12. Weijters, A.J.M.M., van der Aalst, W.M.P.: Rediscovering Workflow Models from Event- Based Data using Little Thumb. Integrated Computer-Aided Engineering 10(2), 151-162 (2003)