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Clinical Guidelines: A Crossroad of Many Research Areas. Challenges and Opportunities in Process Mining for Healthcare
Indexado
WoS WOS:000723926800057
Scopus SCOPUS_ID:85078544811
DOI 10.1007/978-3-030-37453-2_44
Año 2019
Tipo proceedings paper

Citas Totales

Autores Afiliación Chile

Instituciones Chile

% Participación
Internacional

Autores
Afiliación Extranjera

Instituciones
Extranjeras


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.

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Disciplinas de Investigación



WOS
Sin Disciplinas
Scopus
Information Systems
Business And International Management
Control And Systems Engineering
Modeling And Simulation
Management Information Systems
Information Systems And Management
SciELO
Sin Disciplinas

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Publicaciones WoS (Ediciones: ISSHP, ISTP, AHCI, SSCI, SCI), Scopus, SciELO Chile.

Colaboración Institucional



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Autores - Afiliación



Ord. Autor Género Institución - País
1 Gatta, Roberto Hombre Università degli Studi di Brescia - Italia
Univ Brescia - Italia
2 Vallati, Mauro Hombre University of Huddersfield - Reino Unido
Univ Huddersfield - Reino Unido
3 Fernandez-Llatas, Carlos Hombre Universitat Politècnica de València - España
Univ Politecn Valencia - España
4 Martinez-Millana, Antonio Hombre Universitat Politècnica de València - España
Univ Politecn Valencia - España
5 Orini, Stefania Mujer IRCCS Centro San Giovanni di Dio Fatebenefratelli - Italia
IRCCS Ist Ctr San Giovanni di Dio Fatebenefratell - Italia
6 Sacchi, Lucia Mujer Università degli Studi di Pavia - Italia
Univ Pavia - Italia
Università degli Studi di Brescia - Italia
7 Lenkowicz, Jacopo Hombre Fondazione Policlinico Universitario Agostino Gemelli IRCCS Università Cattolica del Sacro Cuore - Italia
Fdn Policlin Univ A Gemelli IRCCS - Italia
Fondazione Policlinico Universitario Agostino Gemelli IRCCS - Italia
8 Marcos, Mar - Universidad Jaume I - España
Univ Jaume 1 - España
9 Munoz-Gama, Jorge Hombre Pontificia Universidad Católica de Chile - Chile
10 Cuendet, Michel Hombre Centre Hospitalier Universitaire Vaudois - Suiza
Univ Hosp Lausanne - Suiza
11 De Bari, B. Hombre Centre Hospitalier Universitaire de Besancon - Francia
Ctr Hosp Reg Univ Jean Minjoz - Francia
12 Marco-Ruiz, Luis Hombre University Hospital of North Norway - Noruega
Univ Hosp North Norway - Noruega
Universitetssykehuset Nord-Norge - Noruega
13 Stefanini, Alessandro Hombre Università di Pisa - Italia
Univ Pisa - Italia
14 Castellano, Maurizio Hombre Università degli Studi di Brescia - Italia
Univ Brescia - Italia
15 DiFrancescomarino, C -
16 Dijkman, R -
17 Zdun, U -

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Financiamiento



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Agradecimientos



Agradecimiento
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