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ROC Analysis of Diagnostic Performance in Liver Scintigraphy

University of Kansas Medical Center, Kansas City, Kansas
Cleveland Clinic, Cleveland, Ohio

Correspondence: For reprints contact: Steven L. Fritz, PhD, Dept. of Diagnostic Radiology, College of Health Sciences and Hospital, Univ. of Kansas, 39th at Rainbow Blvd., Kansas City, KS 66103.

ABSTRACT

Studies on the accuracy of liver scintigraphy for the detection of metastases were assembled from 38 sources in the medical literature. An ROC curve was fitted to the observed values of sensitivity and specificity using an algorithm developed by Ogilvie and Creelman. This ROC curve fitted the data better than average sensitivity and specificity values in each of four subsets of the data. For the subset dealing with Tc-99m sulfur colloid scintigraphy, performed for detection of suspected metastases and containing data on 2800 scans from 17 independent series, it was not possible to reject the hypothesis that interobserver variation was entirely due to the use of different decision thresholds by the reporting clinicians. Thus the ROC curve obtained is a reasonable baseline estimate of the performance potentially achievable in today's clinical setting. Comparison of new reports with these data is possible, but is limited by the small sample sizes in most reported series.