Process mining in healthcare: a systematised literature review.
Process mining is a promising approach that turns event logs into valuable insights about processes. One domain amenable to process mining is healthcare, where an enormous amount of data is generated by care processes, but where realistic care models are seldom available. In this paper, we perform a...
| Publicado en: | International Journal of Electronic Healthcare Vol. 9; no. 1; pp. 60 - 89 |
|---|---|
| Autores principales: | , |
| Formato: | Journal Article |
| Publicado: |
Inderscience Enterprises Ltd.
2016
|
| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ccm&AN=129899792&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 129899792 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 17418453 6BX0 jtl: International Journal of Electronic Healthcare issn: 17418453 maglogo: N pubinfo: dt: 2016 vid: 9 iid: 1 pid: 950 pub: Inderscience Enterprises Ltd. place: CH-1215 Geneve 15, <Blank> artinfo: ui: 129899792 10.1504/IJEH.2016.078745 129899792 ppf: 60 ppct: 29 formats: tig: atl: Process mining in healthcare: a systematised literature review. aug: au: Ghasemi, Mahdi Amyot, Daniel affil: School of Electrical Engineering and Computer Science, University of Ottawa, 800 King Edward St., Ottawa, Ontario, K1N 6N5, Canada sug: ab: Process mining is a promising approach that turns event logs into valuable insights about processes. One domain amenable to process mining is healthcare, where an enormous amount of data is generated by care processes, but where realistic care models are seldom available. In this paper, we perform a systematised literature review (SdLR) to assess the status of process mining, particularly in healthcare. We first provide an overview of process mining in general, and in healthcare in particular. On the basis of 2371 research publications related to process mining, obtained by querying six relevant search engines in May 2016, we found that the trend of publications in this domain has been growing over the past decade, especially in healthcare. Among the 11 existing literature reviews on process mining selected for further analysis, only two are systematised, and only three relate to healthcare. This paper contributes a systematised review in healthcare that is much needed to fill this void. Important challenges specific to healthcare are identified, and threats to the validity of the results are also discussed. pubtype: Academic Journal doctype: Journal Article ougenre: Article language: English refInfo: holdings: @attributes: islocal: N |
|---|