• 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