• DocumentCode
    1589939
  • Title

    Expert system diagnosis of wide complex tachycardia

  • Author

    Georgeson, S. ; Warner, H.

  • Author_Institution
    Temple Univ. Hospital, Philadelphia, PA, USA
  • fYear
    1992
  • Firstpage
    671
  • Lastpage
    674
  • Abstract
    The differentiation between ventricular tachycardia (VT) and a supraventricular tachycardia with aberrancy (SVT) in a patient with a wide complex tachycardia is often difficult. To help in this differentiation, a rule-based expert system was developed using a commercially available expert system shell running under the MS-DOS operating system. The user is queried for the presence of various abnormalities on the twelve lead electrocardiogram. From published data, each abnormality is assigned a probability based on the positive predictive value of the abnormality for VT and for SVT. By combining the positive predictive values, the expert system assigns a final probability for VT and for SVT. In addition, the expert system provides a compilation of the rules applied. In 283 tracings, the sensitivity for VT was 98% and the specificity was 60%. The sensitivity and specificity for SVT were 40% and 99%
  • Keywords
    cardiology; electrocardiography; medical expert systems; medical signal processing; patient diagnosis; EKG; MS-DOS operating system; aberrancy; diagnosis; rule-based expert system; sensitivity; specificity; supraventricular tachycardia; ventricular tachycardia; wide complex tachycardia; Computational modeling; Diagnostic expert systems; Education; Engines; Expert systems; Hospitals; Humans; Medical treatment; Operating systems; Sensitivity and specificity;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computers in Cardiology 1992, Proceedings of
  • Conference_Location
    Durham, NC
  • Print_ISBN
    0-8186-3552-5
  • Type

    conf

  • DOI
    10.1109/CIC.1992.269344
  • Filename
    269344