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

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dc.catalogadorjwg
dc.contributor.authorGatta, Roberto
dc.contributor.authorVallati, Mauro
dc.contributor.authorFernandez Llatas, Carlos
dc.contributor.authorMartinez Millana, Antonio
dc.contributor.authorOrini, Stefania
dc.contributor.authorSacchi, Lucia
dc.contributor.authorLenkowicz, Jacopo
dc.contributor.authorMarcos, Mar
dc.contributor.authorMunoz Gama, Jorge
dc.contributor.authorCuendet, Michel
dc.contributor.authorde Bari, Berardino
dc.contributor.authorMarco Ruiz, Luis
dc.contributor.authorStefanini, Alessandro
dc.contributor.authorCastellano, Maurizio
dc.contributor.authorDiFrancescomarino, C
dc.contributor.authorDijkman, R
dc.contributor.authorZdun, U
dc.date.accessioned2024-05-30T17:18:03Z
dc.date.available2024-05-30T17:18:03Z
dc.date.issued2019
dc.description.abstractClinical 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.
dc.format.extent12
dc.fuente.origenWOS
dc.identifier.doi10.1007/978-3-030-37453-2_44
dc.identifier.eisbn978-3-030-37453-2
dc.identifier.eissn1865-1356
dc.identifier.isbn978-3-030-37452-5
dc.identifier.issn1865-1348
dc.identifier.urihttps://doi.org/10.1007/978-3-030-37453-2_44
dc.identifier.urihttps://repositorio.uc.cl/handle/11534/86091
dc.identifier.wosidWOS:000723926800057
dc.information.autorucEscuela de Ingeniería; Munoz Gama, Jorge; 0000-0002-6908-3911; 1013863
dc.language.isoen
dc.nota.accesocontenido parcial
dc.pagina.final556
dc.pagina.inicio545
dc.publisherSPRINGER INTERNATIONAL PUBLISHING AG
dc.rightsacceso restringido
dc.subjectConformance checking
dc.subjectClinical guidelines
dc.subjectComputer interpretable clinical guidelines
dc.subject.ddc610
dc.subject.deweyMedicina y saludes_ES
dc.titleClinical Guidelines: A Crossroad of Many Research Areas. Challenges and Opportunities in Process Mining for Healthcare
dc.typeartículo
dc.volumen362
sipa.codpersvinculados1013863
sipa.trazabilidadORCID;2024-05-30
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