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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. 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.
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. Among authors: gatta r. Artif Intell Med. 2020 Sep;109:101962. doi: 10.1016/j.artmed.2020.101962. Epub 2020 Sep 28. Artif Intell Med. 2020. PMID: 34756220
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. Among authors: gatta r. 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.
Editorial: Artificial intelligence in process modelling in oncology.
Fernandez-Llatas C, Gatta R, Seoane F, Valentini V. Fernandez-Llatas C, et al. Among authors: gatta r. Front Oncol. 2023 Dec 12;13:1298446. doi: 10.3389/fonc.2023.1298446. eCollection 2023. Front Oncol. 2023. PMID: 38148840 Free PMC article. No abstract available.
Process mining to optimize palliative patient flow in a high-volume radiotherapy department.
Placidi L, Boldrini L, Lenkowicz J, Manfrida S, Gatta R, Damiani A, Chiesa S, Ciellini F, Valentini V. Placidi L, et al. Among authors: gatta r. Tech Innov Patient Support Radiat Oncol. 2021 Mar 1;17:32-39. doi: 10.1016/j.tipsro.2021.02.005. eCollection 2021 Mar. Tech Innov Patient Support Radiat Oncol. 2021. PMID: 33732912 Free PMC article.
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