Monitoring and analyzing patients’ pathways by the application of Process Mining, SPC, and I-RTLS - IMT Mines Albi-Carmaux Accéder directement au contenu
Communication Dans Un Congrès Année : 2018

Monitoring and analyzing patients’ pathways by the application of Process Mining, SPC, and I-RTLS

Sina Namaki Araghi
  • Fonction : Auteur
  • PersonId : 1143063
  • IdRef : 248473034
Franck Fontanili
Elyes Lamine
Ludovic Tancerel
  • Fonction : Auteur
Frederick Benaben

Résumé

The strive of healthcare organizations for learning how their processes are influencing the quality of their services and mostly the satisfaction level of their patients is encouraging this research work to propose a method which provides comprehensive knowledge in that regard for healthcare experts. This paper aims at suggesting an approach to model the pathways of patients as business processes and to measure the performance level of their executions based on the distance that patients take. In this order, Indoor-Real Time Localization Systems (I-RTLS) has been introduced as the tool to monitor patients’ pathways; Process Mining techniques will enrich the level of information by discovering the process models. Statistical Process Control (SPC) methods will help to measure the performance stability of processes. An outline of the approach is highlighted by a study case which had been designed at a hospital in France. The results show that the proposed approach could provide accurate data and comprehensive knowledge about patients’ pathways and the execution of the processes in hospitals.
Fichier principal
Vignette du fichier
CameraReady Version- NAMAKI ARAGHI-INCOM2018-Monitoring and analyzing patients' pathways by the application of process mining, SPC, and I-RTLS.pdf (563.23 Ko) Télécharger le fichier
Origine : Fichiers produits par l'(les) auteur(s)
Loading...

Dates et versions

hal-01924025 , version 1 (15-11-2018)

Identifiants

Citer

Sina Namaki Araghi, Franck Fontanili, Elyes Lamine, Ludovic Tancerel, Frederick Benaben. Monitoring and analyzing patients’ pathways by the application of Process Mining, SPC, and I-RTLS. INCOM 2018 - 16th IFAC Symposium on Information Control Problems in Manufacturing, Jun 2018, Bergame, Italy. pp.980-985, ⟨10.1016/j.ifacol.2018.08.480⟩. ⟨hal-01924025⟩
87 Consultations
205 Téléchargements

Altmetric

Partager

Gmail Facebook X LinkedIn More