• DocumentCode
    636959
  • Title

    Heart Cycle: Facilitating the deployment of advanced care processes

  • Author

    Meneu, T. ; Traver, V. ; Guillen, S. ; Valdivieso, B. ; Benedi, Jose ; Fernandez-Llatas, C.

  • Author_Institution
    Univ. Politec. de Valencia, València, Spain
  • fYear
    2013
  • fDate
    3-7 July 2013
  • Firstpage
    6996
  • Lastpage
    6999
  • Abstract
    Current trends in health management improvement demand the standardization of care protocols to achieve better quality and efficiency. The use of Clinical Pathways is an emerging solution for that problem. However, current Clinical Pathways are big manuals written in natural language and highly affected by human subjectivity. These problems make their deployment and dissemination extremely difficult in real practice environments. Furthermore, the intrinsic difficulties for the design of formal Clinical Pathways requires new specific design tools to help making them relly useful and cost-effective. Process Mining techniques can help to automatically infer processes definition from execution samples and, thus, support the automatization of the standardization and continuous control of healthcare processes. This way, they can become a relevant helping tool for clinical experts and healthcare systems for reducing variability in clinical practice and better understand the performance of the system.
  • Keywords
    cardiology; data mining; health care; medical information systems; patient care; standardisation; Process Mining techniques; advanced care processes; automatization; care protocol standardization; clinical practice; continuous control; formal Clinical Pathways; health management improvement; healthcare processes; healthcare system; heart cycle; human subjectivity; natural language; real practice environment; variability reduction; Clinical trials; Data mining; Guidelines; Monitoring; Protocols;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
  • Conference_Location
    Osaka
  • ISSN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/EMBC.2013.6611168
  • Filename
    6611168