We evaluated the diagnostic accuracy of exercise-induced ST-segment depression in detecting coronary-artery disease by applying the likelihood-ratio formulation of Bayes's theorem to stress-test data, which were partitioned into half-millimeter ranges of depression. The graphic relation between the predictive value of a given test result and the pretest risk of disease in the test subjects was obtained for each of these half-millimeter intervals. This method reveals that the predictive value of testing depends on the degree of ST-segment depression, and that the pretest risk of coronary-artery disease is an important determinant of the predictive value of any test result in the individual patient. These findings suggest that the use of the terms "positive" and "negative" are inappropriate to describe most stress-test results. Instead, the results should be interpreted in terms of a continuum of risk based on the extent of ST-segment depression.
This article has been cited by other articles:
Bielak, L. F., Rumberger, J. A., Sheedy, P. F. II, Schwartz, R. S., Peyser, P. A.
(2000). Probabilistic Model for Prediction of Angiographically Defined Obstructive Coronary Artery Disease Using Electron Beam Computed Tomography Calcium Score Strata. Circulation
102: 380-385
[Abstract][Full Text]
Tsuang, D., Larson, E. B., Bowen, J., McCormick, W., Teri, L., Nochlin, D., Leverenz, J. B., Peskind, E. R., Lim, A., Raskind, M. A., Thompson, M. L., Mirra, S. S., Gearing, M., Schellenberg, G. D., Kukull, W.
(1999). The Utility of Apolipoprotein E Genotyping in the Diagnosis of Alzheimer Disease in a Community-Based Case Series. Arch Neurol
56: 1489-1495
[Abstract][Full Text]
Velanovich, V.
(1994). Bayesian Analysis in the Diagnostic Process. American Journal of Medical Quality
9: 158-161
[Abstract]
Van Der Schouw, Y. T., Straatman, H., Verbeek, A. L.M.
(1994). ROC Curves and the Areas under Them for Dichotomized Tests: Empirical Findings for Logistically and Normally Distributed Diagnostic Test Results. Med Decis Making
14: 374-381
[Abstract]
Hartz, A., Houts, P., Bartholomew, M., Goldman, S., Kantner, T., Deber, R.
(1989). How Physicians Use the Stress Test for the Management of Angina. Med Decis Making
9: 157-161
[Abstract]
Young, M. J., Fried, L. S., Eisenberg, J. M., Hershey, J. C., Williams, S. V.
(1989). The Single-cutoff Trap: Implications for Bayesian Analysis of Stress Electrocardiograms. Med Decis Making
9: 176-180
[Abstract]
Guppy, K. H., Detrano, R., Abbassi, N., Janosi, A., Sandhu, S., Froelicher, V.
(1989). The Reliability of Probability Analysis in the Prediction of Coronary Artery Disease in Two Hospitals. Med Decis Making
9: 181-189
[Abstract]
Rifkin, R. D.
(1985). Maximum Shannon Information Content of Diagnostic Medical Testing: Including Application to Multiple Non-Independent Tests. Med Decis Making
5: 179-190
Doubilet, P., McNeil, B. J., Weinstein, M. C.
(1985). The Decision Concerning Coronary Angiography in Patients with Chest Pain: A Cost-Effectiveness Analysis. Med Decis Making
5: 293-309
[Abstract]
Ikram, H., Chan, W.C., Bones, P.J., Sherry, E.
(1980). Factors Influencing the Diagnostic Sensitivity of the Exercise Test in Coronary Artery Disease. ANGIOLOGY
31: 246-253