Cc. Goddard et al., ROUTINE RECEIVER OPERATING CHARACTERISTIC ANALYSIS IN MAMMOGRAPHY AS A MEASURE OF RADIOLOGISTS PERFORMANCE, British journal of radiology, 71(850), 1998, pp. 1012-1017
A system for calculating receiver operating characteristic (ROC) curve
s from routine audit data is described. Both diagnostic opinion and pa
thology outcome data from the symptomatic mammography department were
recorded in an audit database, from which ROC curves were calculated.
A comparison of overall radiologists' performance was made and the app
ropriate performance indices discussed. Similar data were collected fr
om the breast screening centre where the same radiologists read mammog
rams. The radiologists' performance in the symptomatic department was
compared with that in the breast screening centre and was found to be
better in the screening centre. The difference could not be wholly att
ributed to the different age distribution of women and highlighted the
different nature of the diagnostic task and the differing sampled pop
ulations. ROC curves were drawn for different clinical signs to determ
ine any particular area of difficulty the radiologist may experience.
ROC analysis as part of routine audit can be used for maintaining and
improving the quality of an individual's performance, and targeting le
arning on areas of particular weakness.