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
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;
Conference_Titel :
Computer-Based Medical Systems, 2007. CBMS '07. Twentieth IEEE International Symposium on
Conference_Location :
Maribor
Print_ISBN :
0-7695-2905-4
DOI :
10.1109/CBMS.2007.41