SUMMARY RECEIVER OPERATING CHARACTERISTIC CURVES AS A TECHNIQUE FOR METAANALYSIS OF THE DIAGNOSTIC PERFORMANCE OF DUPLEX ULTRASONOGRAPHY INPERIPHERAL ARTERIAL-DISEASE
So. Devries et al., SUMMARY RECEIVER OPERATING CHARACTERISTIC CURVES AS A TECHNIQUE FOR METAANALYSIS OF THE DIAGNOSTIC PERFORMANCE OF DUPLEX ULTRASONOGRAPHY INPERIPHERAL ARTERIAL-DISEASE, Academic radiology, 3(4), 1996, pp. 361-369
Rationale and Objectives. We summarized and compared the diagnostic pe
rformance of duplex and color-guided duplex ultrasonography in the eva
luation of peripheral arterial disease. We present our research as an
example of the use of summary receiver operating characteristic (ROC)
curves in a meta-analysis of diagnostic test data. Methods. A search o
f the English-language medical literature published between 1984 and 1
994 retrieved 48 reports, 14 of which met the inclusion criteria. The
analysis was limited to the aortoiliac and femoropopliteal segments be
cause only two studies reported results of infrapopliteal arteries. Di
agnostic performance of duplex and color-guided duplex, defined as the
ability to detect a stenosis of 50-99% or an occlusion, was compared
using summary ROC curve methodology. This method takes into account he
terogeneity across studies attributable to differences in the threshol
d values used. Results. The summary ROC curves demonstrated a high lev
el of diagnostic performance for both types of duplex imaging, with co
lor-guided duplex scanning being superior (P = .022). For example, at
a false-positive rate of .05 (specificity = .95), the analysis predict
ed a true-positive rate (sensitivity) of .83 for duplex alone and .93
for color-guided duplex. Differences in the case mix of the study popu
lation and study design did not affect the results. Furthermore, sensi
tivity analysis did not reveal a strong effect of any single study on
the results. Conclusion. For aortoiliac and femoropopliteal arteries,
the addition of color flow imaging to duplex scanning improves diagnos
tic performance in evaluating peripheral arterial disease.