Clinical Guidelines: A Crossroad of Many Research Areas. Challenges and Opportunities in Process Mining for Healthcare

Roberto Gatta, Mauro Vallati, Carlos Fernandez-Llatas, Antonio Martinez-Millana, Stefania Orini, Lucia Sacchi, Jacopo Lenkowicz, Mar Marcos, Jorge Munoz-Gama, Michel Cuendet, Berardino de Bari, Luis Marco-Ruiz, Alessandro Stefanini, Maurizio Castellano

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Clinical Guidelines, medical protocols, and other healthcare indications, cover a significant slice of physicians daily routine, as they are used to support clinical choices also with relevant legal implications. On the one hand, informatics have proved to be a valuable mean for providing formalisms, methods, and approaches to extend clinical guidelines for better supporting the work performed in the healthcare domain. On the other hand, due to the different perspectives that can be considered for addressing similar problems, it lead to an undeniable fragmentation of the field. It may be argued that such fragmentation did not help to propose a practical, accepted, and extensively adopted solutions to assist physicians. As in Process Mining as a general field, Process Mining for Healthcare inherits the requirement of Conformance Checking. Conformance Checking aims to measure the adherence of a particular (discovered or known) process with a given set of data, or vice-versa. Due to the intuitive similarities in terms of challenges and problems to be faced between conformance checking and clinical guidelines, one may be tempted to expect that the fragmentation issue will naturally arise also in the conformance checking field. This position paper is a first step on the direction to embrace experience, lessons learnt, paradigms, and formalisms globally derived from the clinical guidelines challenge. We argue that such new focus, joint with the even growing notoriety and interest in PM4HC, might allow more physicians to make the big jump from user to protagonist becoming more motivated and proactive in building a strong multidisciplinary community.

Original languageEnglish
Title of host publicationBusiness Process Management Workshops
Subtitle of host publicationBPM 2019 International Workshops, Vienna, Austria, September 1–6, 2019, Revised Selected Papers
EditorsChiara Di Francescomarino, Remco Dijkman, Uwe Zdun
Place of PublicationCham
PublisherSpringer
Pages545-556
Number of pages12
Volume362
Edition1
ISBN (Electronic)9783030374532
ISBN (Print)9783030374525
DOIs
Publication statusPublished - 3 Jan 2020
Event17th International Conference on Business Process Management - Vienna University of Economics and Business (WU Vienna), Vienna, Austria
Duration: 1 Sep 20196 Sep 2019
Conference number: 17
https://bpm2019.ai.wu.ac.at/ (Conference website)

Publication series

NameLecture Notes in Business Information Processing
Volume362 LNBIP
ISSN (Print)1865-1348
ISSN (Electronic)1865-1356

Conference

Conference17th International Conference on Business Process Management
Abbreviated titleBPM2019
CountryAustria
CityVienna
Period1/09/196/09/19
Internet address

Fingerprint

Clinical Guidelines
Process Mining
Healthcare
Fragmentation
Slice
Intuitive
Jump
Paradigm
Cover
Process mining
Requirements
Physicians

Cite this

Gatta, R., Vallati, M., Fernandez-Llatas, C., Martinez-Millana, A., Orini, S., Sacchi, L., ... Castellano, M. (2020). Clinical Guidelines: A Crossroad of Many Research Areas. Challenges and Opportunities in Process Mining for Healthcare. In C. Di Francescomarino, R. Dijkman, & U. Zdun (Eds.), Business Process Management Workshops: BPM 2019 International Workshops, Vienna, Austria, September 1–6, 2019, Revised Selected Papers (1 ed., Vol. 362, pp. 545-556). (Lecture Notes in Business Information Processing; Vol. 362 LNBIP). Cham: Springer. https://doi.org/10.1007/978-3-030-37453-2_44
Gatta, Roberto ; Vallati, Mauro ; Fernandez-Llatas, Carlos ; Martinez-Millana, Antonio ; Orini, Stefania ; Sacchi, Lucia ; Lenkowicz, Jacopo ; Marcos, Mar ; Munoz-Gama, Jorge ; Cuendet, Michel ; de Bari, Berardino ; Marco-Ruiz, Luis ; Stefanini, Alessandro ; Castellano, Maurizio. / Clinical Guidelines : A Crossroad of Many Research Areas. Challenges and Opportunities in Process Mining for Healthcare. Business Process Management Workshops: BPM 2019 International Workshops, Vienna, Austria, September 1–6, 2019, Revised Selected Papers. editor / Chiara Di Francescomarino ; Remco Dijkman ; Uwe Zdun. Vol. 362 1. ed. Cham : Springer, 2020. pp. 545-556 (Lecture Notes in Business Information Processing).
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Gatta, R, Vallati, M, Fernandez-Llatas, C, Martinez-Millana, A, Orini, S, Sacchi, L, Lenkowicz, J, Marcos, M, Munoz-Gama, J, Cuendet, M, de Bari, B, Marco-Ruiz, L, Stefanini, A & Castellano, M 2020, Clinical Guidelines: A Crossroad of Many Research Areas. Challenges and Opportunities in Process Mining for Healthcare. in C Di Francescomarino, R Dijkman & U Zdun (eds), Business Process Management Workshops: BPM 2019 International Workshops, Vienna, Austria, September 1–6, 2019, Revised Selected Papers. 1 edn, vol. 362, Lecture Notes in Business Information Processing, vol. 362 LNBIP, Springer, Cham, pp. 545-556, 17th International Conference on Business Process Management, Vienna, Austria, 1/09/19. https://doi.org/10.1007/978-3-030-37453-2_44

Clinical Guidelines : A Crossroad of Many Research Areas. Challenges and Opportunities in Process Mining for Healthcare. / Gatta, Roberto; Vallati, Mauro; Fernandez-Llatas, Carlos; Martinez-Millana, Antonio; Orini, Stefania; Sacchi, Lucia; Lenkowicz, Jacopo; Marcos, Mar; Munoz-Gama, Jorge; Cuendet, Michel; de Bari, Berardino; Marco-Ruiz, Luis; Stefanini, Alessandro; Castellano, Maurizio.

Business Process Management Workshops: BPM 2019 International Workshops, Vienna, Austria, September 1–6, 2019, Revised Selected Papers. ed. / Chiara Di Francescomarino; Remco Dijkman; Uwe Zdun. Vol. 362 1. ed. Cham : Springer, 2020. p. 545-556 (Lecture Notes in Business Information Processing; Vol. 362 LNBIP).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Gatta R, Vallati M, Fernandez-Llatas C, Martinez-Millana A, Orini S, Sacchi L et al. Clinical Guidelines: A Crossroad of Many Research Areas. Challenges and Opportunities in Process Mining for Healthcare. In Di Francescomarino C, Dijkman R, Zdun U, editors, Business Process Management Workshops: BPM 2019 International Workshops, Vienna, Austria, September 1–6, 2019, Revised Selected Papers. 1 ed. Vol. 362. Cham: Springer. 2020. p. 545-556. (Lecture Notes in Business Information Processing). https://doi.org/10.1007/978-3-030-37453-2_44