Process mining in healthcare : data challenges when answering frequently posed questions

R.S. Mans; W.M.P. Aalst, van der; R.J.B. Vanwersch; A.J. Moleman

doi:10.1007/978-3-642-36438-9_10

Process mining in healthcare : data challenges when answering frequently posed questions

R.S. Mans, W.M.P. Aalst, van der, R.J.B. Vanwersch, A.J. Moleman

Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic

133 Citations (Scopus)

Abstract

In hospitals, huge amounts of data are recorded concerning the diagnosis and treatments of patients. Process mining can exploit such data and provide an accurate view on healthcare processes and show how they are really executed. In this paper, we describe the different types of event data found in current Hospital Information Systems (HISs). Based on this classification of available data, open problems and challenges are discussed that need to be solved in order to increase the uptake of process mining in healthcare.

Original language	English
Title of host publication	Process Support and Knowledge Representation in Health Care (BPM 2012 Joint Workshop, ProHealth 2012/KR4HC 2012, Tallinn, Estonia, September 3, 2012, Revised Selected Papers)
Editors	R. Lenz, S. Miksch, M. Peleg, M. Reichert, D. Riaño, A. Teije, ten
Place of Publication	Berlin
Publisher	Springer
Pages	140-153
ISBN (Print)	978-3-642-36437-2
DOIs	https://doi.org/10.1007/978-3-642-36438-9_10
Publication status	Published - 2013
Event	5th International Workshop on Process-oriented Information Systems in Healthcare (ProHealth ’12) / 4th International Workshop on Knowledge Representation for Health Care (KR4HC '12), September 3, 2012, Tallinn, Estonia - Tallinn, Estonia Duration: 3 Sept 2012 → 3 Sept 2012 http://mis.hevra.haifa.ac.il/~morpeleg/events/prohealth_KR4HC_2012

Publication series

Name	Lecture Notes in Computer Science
Volume	7738

Workshop

Workshop	5th International Workshop on Process-oriented Information Systems in Healthcare (ProHealth ’12) / 4th International Workshop on Knowledge Representation for Health Care (KR4HC '12), September 3, 2012, Tallinn, Estonia
Abbreviated title	ProHealth '12/KR4HC '12
Country/Territory	Estonia
City	Tallinn
Period	3/09/12 → 3/09/12
Other	Joint workshop held in conjunction with the 10th International Conference on Business Process Management (BPM 2012)
Internet address	http://mis.hevra.haifa.ac.il/~morpeleg/events/prohealth_KR4HC_2012

Access to Document

10.1007/978-3-642-36438-9_10

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Mans, R. S., Aalst, van der, W. M. P., Vanwersch, R. J. B., & Moleman, A. J. (2013). Process mining in healthcare : data challenges when answering frequently posed questions. In R. Lenz, S. Miksch, M. Peleg, M. Reichert, D. Riaño, & A. Teije, ten (Eds.), Process Support and Knowledge Representation in Health Care (BPM 2012 Joint Workshop, ProHealth 2012/KR4HC 2012, Tallinn, Estonia, September 3, 2012, Revised Selected Papers) (pp. 140-153). (Lecture Notes in Computer Science; Vol. 7738). Springer. https://doi.org/10.1007/978-3-642-36438-9_10

Mans, R.S. ; Aalst, van der, W.M.P. ; Vanwersch, R.J.B. et al. / Process mining in healthcare : data challenges when answering frequently posed questions. Process Support and Knowledge Representation in Health Care (BPM 2012 Joint Workshop, ProHealth 2012/KR4HC 2012, Tallinn, Estonia, September 3, 2012, Revised Selected Papers). editor / R. Lenz ; S. Miksch ; M. Peleg ; M. Reichert ; D. Riaño ; A. Teije, ten. Berlin : Springer, 2013. pp. 140-153 (Lecture Notes in Computer Science).

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Mans, RS, Aalst, van der, WMP, Vanwersch, RJB & Moleman, AJ 2013, Process mining in healthcare : data challenges when answering frequently posed questions. in R Lenz, S Miksch, M Peleg, M Reichert, D Riaño & A Teije, ten (eds), Process Support and Knowledge Representation in Health Care (BPM 2012 Joint Workshop, ProHealth 2012/KR4HC 2012, Tallinn, Estonia, September 3, 2012, Revised Selected Papers). Lecture Notes in Computer Science, vol. 7738, Springer, Berlin, pp. 140-153, 5th International Workshop on Process-oriented Information Systems in Healthcare (ProHealth ’12) / 4th International Workshop on Knowledge Representation for Health Care (KR4HC '12), September 3, 2012, Tallinn, Estonia, Tallinn, Estonia, 3/09/12. https://doi.org/10.1007/978-3-642-36438-9_10

Process mining in healthcare : data challenges when answering frequently posed questions. / Mans, R.S.; Aalst, van der, W.M.P.; Vanwersch, R.J.B. et al.
Process Support and Knowledge Representation in Health Care (BPM 2012 Joint Workshop, ProHealth 2012/KR4HC 2012, Tallinn, Estonia, September 3, 2012, Revised Selected Papers). ed. / R. Lenz; S. Miksch; M. Peleg; M. Reichert; D. Riaño; A. Teije, ten. Berlin: Springer, 2013. p. 140-153 (Lecture Notes in Computer Science; Vol. 7738).

Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic

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Y1 - 2013

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Mans RS, Aalst, van der WMP, Vanwersch RJB, Moleman AJ. Process mining in healthcare : data challenges when answering frequently posed questions. In Lenz R, Miksch S, Peleg M, Reichert M, Riaño D, Teije, ten A, editors, Process Support and Knowledge Representation in Health Care (BPM 2012 Joint Workshop, ProHealth 2012/KR4HC 2012, Tallinn, Estonia, September 3, 2012, Revised Selected Papers). Berlin: Springer. 2013. p. 140-153. (Lecture Notes in Computer Science). doi: 10.1007/978-3-642-36438-9_10

Process mining in healthcare : data challenges when answering frequently posed questions

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