DocumentCode
3138918
Title
Diagnostic process optimisation with evolutionary programming
Author
Kokol, Peter ; Podgorelec, Vili ; Malcic, Ivan
Author_Institution
FERI, Maribor Univ., Slovenia
fYear
1998
fDate
12-14 Jun 1998
Firstpage
62
Lastpage
67
Abstract
In paediatric cardiology, a database and its supporting information system are indispensable in order to conduct more extensive and detailed investigations. Diagnostic decisions during the diagnostic process in congenital heart disease (CHD) must be supported by a suitable decision support system. In the majority of children with CHD, the diagnosis should be made, if possible, before the complete diagnostic procedure has been accomplished, with maximal information (probability of correct diagnosis = 1.00), minimal risk for the patient and the doctor (the minimal needed number of steps, especially for highly invasive methods) and minimal cost-benefit ratio. We developed a tool called DIAPRO (DIAgnostic PRocess Optimisation) that supports all activities concerned with the management of the diagnostic process and the management of the medical records database, but its main strength is in the decision-making support concerning the optimisation of the diagnostic process. It enables the paediatrician to perform cardiological examinations in a maximally rationalised manner
Keywords
cardiology; cost-benefit analysis; decision support systems; genetic algorithms; medical diagnostic computing; medical information systems; records management; DIAPRO; children; congenital heart disease; cost-benefit ratio; diagnostic decision support system; diagnostic process management; diagnostic process optimisation; evolutionary programming; highly invasive methods; maximal information; maximally rationalised examinations; medical information system; medical records database; paediatric cardiology; patient risk; Cardiac disease; Cardiology; Databases; Decision making; Decision support systems; Genetic programming; Health information management; Information systems; Medical diagnostic imaging; Pediatrics;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer-Based Medical Systems, 1998. Proceedings. 11th IEEE Symposium on
Conference_Location
Lubbock, TX
ISSN
1063-7125
Print_ISBN
0-8186-8564-6
Type
conf
DOI
10.1109/CBMS.1998.701240
Filename
701240
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