• DocumentCode
    2953580
  • Title

    Diagnostic Games, a Tool for Clinical Experience Formalization in Interactive "Physician--IT-specialist" Framework

  • Author

    Shifin, M.A. ; Belousova, Olga B. ; Kasparova, Eva I.

  • Author_Institution
    N.N. Burdenko Neurosurgical Inst., Moscow
  • fYear
    2007
  • fDate
    20-22 June 2007
  • Firstpage
    15
  • Lastpage
    20
  • Abstract
    The specific characteristics of data processing in clinical decision problems require special approaches. This was the insight that made Izrail Gelfand and his colleagues look for new methods of formalization that would allow to discover the intrinsic structures in clinical data. A special technique for collaborative work of IT specialists and physicians named "diagnostic games" (DG) was developed for this purpose. This approach including the DG and related ideas of an "adequate language" and "structural units" is presented in this paper. The preliminary setting of clinical decision problem of surgical timing in patients with ruptured subarachnoid aneurysm is introduced as a subject for further formalization.
  • Keywords
    medical information systems; surgery; adequate language; clinical decision problems; clinical experience formalization; data processing; diagnostic games; interactive physician-ITspecialist framework; ruptured subarachnoid aneurysm; structural units; surgical timing; Collaborative work; Data processing; Decision making; Game theory; Knowledge acquisition; Machine learning; Medical diagnostic imaging; Predictive models; Surgery; Timing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer-Based Medical Systems, 2007. CBMS '07. Twentieth IEEE International Symposium on
  • Conference_Location
    Maribor
  • ISSN
    1063-7125
  • Print_ISBN
    0-7695-2905-4
  • Type

    conf

  • DOI
    10.1109/CBMS.2007.41
  • Filename
    4262620