نوع مقاله : بیان دیدگاه

نویسنده

استادیار، فن‌آوری اطلاعات، گروه کامپیوتر، مجتمع آموزش عالی فنی- مهندسی اسفراین، اسفراین، ایران

10.22122/him.v18i1.4461

چکیده

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کلیدواژه‌ها

عنوان مقاله [English]

Process Mining in Healthcare Information System Analysis: A Commentary

نویسنده [English]

  • Mohsen Mohammadi

Assistant Professor, Information Technology, Department of Computer, Esfarayen Engineering Complex, Esfarayen, Iran

چکیده [English]

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کلیدواژه‌ها [English]

  • datamining
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  2. Mans RS, Schonenberg MH, Song M, van der Aalst WMP, Bakker PJM. Application of process mining in healthcare- a case study in a Dutch hospital. In: Fred A, Filipe J, Gamboa H, editors. Biomedical Engineering Systems and Technologies. BIOSTEC 2008. Communications in Computer and Information Science. Berlin, Heidelberg: Springer Berlin Heidelberg; 2009. p. 425-38.
  3. Rojas E, Munoz-Gama J, Sepulveda M, Capurro D. Process mining in healthcare: A literature review. J Biomed Inform 2016; 61: 224-36.
  4. Rebuge A, Ferreira DR. Business process analysis in healthcare environments: A methodology based on process mining. Inf Syst 2012; 37(2): 99-116.
  5. Martin N, Swennen M, Depaire Bt, Jans M, Caris A, Vanhoof K. Retrieving batch organisation of work insights from event logs. Decis Support Syst 2017; 100: 119-28.
  6. Mans R, Schonenberg H, Leonardi G, Panzarasa S, Cavallini A, Quaglini S, et al. Process mining techniques: An application to stroke care. Stud Health Technol Inform 2008; 136: 573-8.
  7. Pika A, Wynn MT, Budiono S, Ter Hofstede AHM, van der Aalst WMP, Reijers HA. Privacy-preserving process mining in healthcare. Int J Environ Res Public Health 2020; 17(5): 573-8.
  8. van der Aalst W. Data science in action. In: van der Aalst W, editor. Process mining: Data science in action. Berlin, Heidelberg: Springer Berlin Heidelberg; 2016. p. 3-23.
  9. van Dongen B. Real-life event logs - Hospital log. 4TU. Research Data. Dataset [Online]. [cited 2011]; Available from: URL: https://doi.org/10.4121/uuid:d9769f3d-0ab0-4fb8-803b-0d1120ffcf54
  10. Business Process Analytics in R [Online]. [cited 2022 Feb 11]; Available from: URL: https://bupar.net/getting_started.html