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Process mining for healthcare: Characteristics and challenges.
Munoz-Gama J, Martin N, Fernandez-Llatas C, Johnson OA, Sepúlveda M, Helm E, Galvez-Yanjari V, Rojas E, Martinez-Millana A, Aloini D, Amantea IA, Andrews R, Arias M, Beerepoot I, Benevento E, Burattin A, Capurro D, Carmona J, Comuzzi M, Dalmas B, de la Fuente R, Di Francescomarino C, Di Ciccio C, Gatta R, Ghidini C, Gonzalez-Lopez F, Ibanez-Sanchez G, Klasky HB, Prima Kurniati A, Lu X, Mannhardt F, Mans R, Marcos M, Medeiros de Carvalho R, Pegoraro M, Poon SK, Pufahl L, Reijers HA, Remy S, Rinderle-Ma S, Sacchi L, Seoane F, Song M, Stefanini A, Sulis E, Ter Hofstede AHM, Toussaint PJ, Traver V, Valero-Ramon Z, Weerd IV, van der Aalst WMP, Vanwersch R, Weske M, Wynn MT, Zerbato F. Munoz-Gama J, et al. J Biomed Inform. 2022 Mar;127:103994. doi: 10.1016/j.jbi.2022.103994. Epub 2022 Jan 29. J Biomed Inform. 2022. PMID: 35104641 Free article.
Process mining in healthcare: A literature review.
Rojas E, Munoz-Gama J, Sepúlveda M, Capurro D. Rojas E, et al. J Biomed Inform. 2016 Jun;61:224-36. doi: 10.1016/j.jbi.2016.04.007. Epub 2016 Apr 22. J Biomed Inform. 2016. PMID: 27109932 Free article. Review.
Mapping the Patient's Journey in Healthcare through Process Mining.
Arias M, Rojas E, Aguirre S, Cornejo F, Munoz-Gama J, Sepúlveda M, Capurro D. Arias M, et al. Int J Environ Res Public Health. 2020 Sep 10;17(18):6586. doi: 10.3390/ijerph17186586. Int J Environ Res Public Health. 2020. PMID: 32927669 Free PMC article.
What Role Can Process Mining Play in Recurrent Clinical Guidelines Issues? A Position Paper.
Gatta R, Vallati M, Fernandez-Llatas C, Martinez-Millana A, Orini S, Sacchi L, Lenkowicz J, Marcos M, Munoz-Gama J, Cuendet MA, de Bari B, Marco-Ruiz L, Stefanini A, Valero-Ramon Z, Michielin O, Lapinskas T, Montvila A, Martin N, Tavazzi E, Castellano M. Gatta R, et al. Among authors: munoz gama j. Int J Environ Res Public Health. 2020 Sep 11;17(18):6616. doi: 10.3390/ijerph17186616. Int J Environ Res Public Health. 2020. PMID: 32932877 Free PMC article.
Building Process-Oriented Data Science Solutions for Real-World Healthcare.
Fernandez-Llatas C, Martin N, Johnson O, Sepulveda M, Helm E, Munoz-Gama J. Fernandez-Llatas C, et al. Among authors: munoz gama j. Int J Environ Res Public Health. 2022 Jul 10;19(14):8427. doi: 10.3390/ijerph19148427. Int J Environ Res Public Health. 2022. PMID: 35886279 Free PMC article.
Innovative informatics methods for process mining in health care.
Munoz-Gama J, Martin N, Fernandez-Llatas C, Johnson O, Sepúlveda M. Munoz-Gama J, et al. J Biomed Inform. 2020 Sep;109:103551. doi: 10.1016/j.jbi.2020.103551. Epub 2020 Aug 31. J Biomed Inform. 2020. PMID: 32882395 Free article. No abstract available.
Recommendations for enhancing the usability and understandability of process mining in healthcare.
Martin N, De Weerdt J, Fernández-Llatas C, Gal A, Gatta R, Ibáñez G, Johnson O, Mannhardt F, Marco-Ruiz L, Mertens S, Munoz-Gama J, Seoane F, Vanthienen J, Wynn MT, Boilève DB, Bergs J, Joosten-Melis M, Schretlen S, Van Acker B. Martin N, et al. Artif Intell Med. 2020 Sep;109:101962. doi: 10.1016/j.artmed.2020.101962. Epub 2020 Sep 28. Artif Intell Med. 2020. PMID: 34756220
Innovative informatics methods for process mining in health care.
Munoz-Gama J, Martin N, Fernandez-Llatas C, Johnson OA, Sepúlveda M. Munoz-Gama J, et al. J Biomed Inform. 2022 Oct;134:104203. doi: 10.1016/j.jbi.2022.104203. Epub 2022 Sep 13. J Biomed Inform. 2022. PMID: 36113758 Free article. No abstract available.
22 results