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What Role Can Process Mining Play in Recurrent Clinical Guidelines Issues? A Position Paper

Authors :
Tomas Lapinskas
Luis Marco-Ruiz
Lucia Sacchi
Olivier Michielin
Stefania Orini
Antanas Montvila
Alessandro Stefanini
Antonio Martinez-Millana
Erica Tavazzi
Roberto Gatta
Mauro Vallati
Berardino De Bari
Jacopo Lenkowicz
Jorge Munoz-Gama
Michel A. Cuendet
Carlos Fernandez-Llatas
Zoe Valero-Ramon
Mar Marcos
Niels Martin
Maurizio Castellano
Business technology and Operations
Source :
International Journal of Environmental Research and Public Health, Vol 17, Iss 6616, p 6616 (2020), RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia, instname, International journal of environmental research and public health, Basel : MDPI, 2020, vol. 17, no. 18, p. 1-19, Repositori Universitat Jaume I, Universitat Jaume I, International Journal of Environmental Research and Public Health, International journal of environmental research and public health, vol. 17, no. 18, pp. E6616
Publication Year :
2020
Publisher :
MDPI AG, 2020.

Abstract

In the age of Evidence-Based Medicine, Clinical Guidelines (CGs) are recognized to be an indispensable tool to support physicians in their daily clinical practice. Medical Informatics is expected to play a relevant role in facilitating diffusion and adoption of CGs. However, the past pioneering approaches, often fragmented in many disciplines, did not lead to solutions that are actually exploited in hospitals. Process Mining for Healthcare (PM4HC) is an emerging discipline gaining the interest of healthcare experts, and seems able to deal with many important issues in representing CGs. In this position paper, we briefly describe the story and the state-of-the-art of CGs, and the efforts and results of the past approaches of medical informatics. Then, we describe PM4HC, and we answer questions like how can PM4HC cope with this challenge? Which role does PM4HC play and which rules should be employed for the PM4HC scientific community? This research received no external funding

Details

Language :
English
ISSN :
16617827 and 16604601
Volume :
17
Issue :
6616
Database :
OpenAIRE
Journal :
International Journal of Environmental Research and Public Health
Accession number :
edsair.doi.dedup.....7dd85ff7d159eb540cfee48d4fbdd741