Process mining in healthcare: A literature review

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dc.catalogadordfo
dc.contributor.authorRojas, Eric
dc.contributor.authorMuñoz Gama, Jorge
dc.contributor.author|SepĂșlveda, Marcos
dc.contributor.authorCapurro, Daniel
dc.date.accessioned2024-01-22T16:22:21Z
dc.date.available2024-01-22T16:22:21Z
dc.date.issued2016
dc.description.abstractProcess Mining focuses on extracting knowledge from data generated and stored in corporate information systems in order to analyze executed processes. In the healthcare domain, process mining has been used in different case studies, with promising results. Accordingly, we have conducted a literature review of the usage of process mining in healthcare. The scope of this review covers 74 papers with associated case studies, all of which were analyzed according to eleven main aspects, including: process and data types; frequently posed questions; process mining techniques, perspectives and tools; methodologies; implementation and analysis strategies; geographical analysis; and medical fields. The most commonly used categories and emerging topics have been identified, as well as future trends, such as enhancing Hospital Information Systems to become process-aware. This review can: (i) provide a useful overview of the current work being undertaken in this field; (ii) help researchers to choose process mining algorithms, techniques, tools, methodologies and approaches for their own applications; and (iii) highlight the use of process mining to improve healthcare processes.
dc.fechaingreso.objetodigital2024-05-08
dc.fuente.origenORCID-ene24
dc.identifier.doi10.1016/j.jbi.2016.04.007
dc.identifier.issn1532-0480
dc.identifier.urihttps://doi.org/10.1016/j.jbi.2016.04.007
dc.identifier.urihttps://repositorio.uc.cl/handle/11534/80891
dc.information.autorucEscuela de IngenierĂ­a; Rojas, Eric; S/I; 44525
dc.information.autorucEscuela de Ingeniería; Muñoz Gama, Jorge; S/I ;249881
dc.information.autorucEscuela de IngenierĂ­a; SepĂșlveda, Marcos; S/I; 80415
dc.information.autorucEscuela de Medicina; Capurro, Daniel; 0000-0002-9256-1256; 3150
dc.language.isoes
dc.nota.accesoContenido completo
dc.pagina.final45
dc.pagina.inicio33
dc.revistaJournal of Biomedical Informatics
dc.rightsacceso abierto
dc.subjectHealthcare
dc.subjectProcesses
dc.subjectProcess mining
dc.subjectCase studies
dc.subjectLiterature review
dc.subject.ddc600
dc.subject.deweyTecnologĂ­aes_ES
dc.titleProcess mining in healthcare: A literature review
dc.typeartĂ­culo de revisiĂłn
dc.volumen61
sipa.codpersvinculados44525
sipa.codpersvinculados;249881
sipa.codpersvinculados80415
sipa.codpersvinculados3150
sipa.trazabilidadConveris;20-07-2021
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