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http://hdl.handle.net/1942/32667
Title: | What Role Can Process Mining Play in Recurrent Clinical Guidelines Issues? A Position Paper | Authors: | Gatta, Roberto Vallati, Mauro Fernandez-Llatas, Carlos Martinez-Millana, Antonio Orini, Stefania Sacchi, Lucia Lenkowicz, Jacopo Marcos, Mar Munoz-Gama, Jorge Cuendet, Michel A. de Bari, Berardino Marco-Ruiz, Luis Stefanini, Alessandro Valero-Ramon, Zoe Michielin, Olivier Lapinskas, Tomas Montvila, Antanas MARTIN, Niels Tavazzi, Erica Castellano, Maurizio |
Issue Date: | 2020 | Publisher: | Source: | International journal of environmental research and public health (Print), 17 (18) (Art N° 6616) | 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? | Keywords: | clinical guidelines;process mining;healthcare | Document URI: | http://hdl.handle.net/1942/32667 | ISSN: | 1661-7827 | e-ISSN: | 1660-4601 | DOI: | 10.3390/ijerph17186616 | ISI #: | WOS:000580184500001 | Rights: | 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). | Category: | A1 | Type: | Journal Contribution | Validations: | ecoom 2021 |
Appears in Collections: | Research publications |
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ijerph-17-06616-v3.pdf | Published version | 621.61 kB | Adobe PDF | View/Open |
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