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
Link To Document :
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