000163003 001__ 163003
000163003 005__ 20251009133841.0
000163003 0247_ $$2doi$$a10.1007/s10626-025-00419-4
000163003 0248_ $$2sideral$$a145538
000163003 037__ $$aART-2025-145538
000163003 041__ $$aeng
000163003 100__ $$aLe Moigne, Manon
000163003 245__ $$aProbabilistic timed Petri nets for clinical pathway design and analysis: a case study
000163003 260__ $$c2025
000163003 5060_ $$aAccess copy available to the general public$$fUnrestricted
000163003 5203_ $$aThe COVID-19 pandemic underscored the need for efficient hospital resource management and standardized patient care. Clinical pathways, structured plans for managing specific conditions, are critical but challenging to design and update. This paper introduces a methodology combining pattern mining and Probabilistic Timed Petri Nets (PTPN) to model, simulate, and evaluate clinical pathways, incorporating probabilistic transitions and continuous-time distributions for activity durations. In collaboration with medical professionals, the proposed methodology has been successfully applied to develop a clinical pathway for anterior cruciate ligament (ACL) ruptures using real data. Iterative refinement addressed data inconsistencies, producing a robust PTPN model that optimizes patient care and resource allocation. Validation using the CASAS database demonstrate the adaptability of the method to different healthcare contexts.
000163003 536__ $$9info:eu-repo/grantAgreement/EUR/AEI/TED2021-130449B-I00$$9info:eu-repo/grantAgreement/ES/MICINN/PID2020-113969RB-I00$$9info:eu-repo/grantAgreement/ES/MICINN/PID2021-125514NB-I00
000163003 540__ $$9info:eu-repo/semantics/openAccess$$aby$$uhttps://creativecommons.org/licenses/by/4.0/deed.es
000163003 655_4 $$ainfo:eu-repo/semantics/article$$vinfo:eu-repo/semantics/publishedVersion
000163003 700__ $$0(orcid)0000-0003-0056-2225$$aMahulea, Cristian$$uUniversidad de Zaragoza
000163003 700__ $$aFaraut, Gregory
000163003 700__ $$0(orcid)0000-0002-2605-6243$$aBernardi, Simona$$uUniversidad de Zaragoza
000163003 700__ $$0(orcid)0000-0003-4489-3130$$aAlbareda, Jorge
000163003 700__ $$aCastán, Lidia
000163003 7102_ $$15007$$2520$$aUniversidad de Zaragoza$$bDpto. Informát.Ingenie.Sistms.$$cÁrea Ingen.Sistemas y Automát.
000163003 7102_ $$15007$$2570$$aUniversidad de Zaragoza$$bDpto. Informát.Ingenie.Sistms.$$cÁrea Lenguajes y Sistemas Inf.
000163003 773__ $$g35, 3 (2025), 205-231$$pDiscret. event dyn. syst.$$tDISCRETE EVENT DYNAMIC SYSTEMS-THEORY AND APPLICATIONS$$x0924-6703
000163003 8564_ $$s3116971$$uhttps://zaguan.unizar.es/record/163003/files/texto_completo.pdf$$yVersión publicada
000163003 8564_ $$s1360540$$uhttps://zaguan.unizar.es/record/163003/files/texto_completo.jpg?subformat=icon$$xicon$$yVersión publicada
000163003 909CO $$ooai:zaguan.unizar.es:163003$$particulos$$pdriver
000163003 951__ $$a2025-10-09-13:25:56
000163003 980__ $$aARTICLE