Title :
Expert system diagnosis of wide complex tachycardia
Author :
Georgeson, S. ; Warner, H.
Author_Institution :
Temple Univ. Hospital, Philadelphia, PA, USA
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;
Conference_Titel :
Computers in Cardiology 1992, Proceedings of
Conference_Location :
Durham, NC
Print_ISBN :
0-8186-3552-5
DOI :
10.1109/CIC.1992.269344