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Applicability of Receiver Operating Characteristic (ROC) analysis on discrete caries depth ratings
Author(s) -
Verdonschot E. H.,
Wenzel A.,
Bronkhorst E. M.
Publication year - 1993
Publication title -
community dentistry and oral epidemiology
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.061
H-Index - 101
eISSN - 1600-0528
pISSN - 0301-5661
DOI - 10.1111/j.1600-0528.1993.tb00772.x
Subject(s) - receiver operating characteristic , medicine , statistics , scale (ratio) , rating scale , ordinal scale , sensitivity (control systems) , diagnostic accuracy , pattern recognition (psychology) , artificial intelligence , mathematics , computer science , radiology , physics , quantum mechanics , electronic engineering , engineering
Abstract – Accuracy of diagnostic tests for caries detection is frequently evaluated by sensitivity and specificity values obtained from data acquired on an ordinal rating scale which classifies lesions according to the depth in enamel and dentin. The interpretation of these parameters may, however, be difficult. Receiver Operating Characteristic (ROC) analysis, on the other hand, yields an expression for overall diagnostic accuracy in a single parameter, facilitating a comparison of performance of several diagnostic tests. The basis for applying ROC analysis has been that data were collected on a confidence (likelihood) scale. The aim of this preliminary study was to investigate whether the application of ROC analysis would yield as valid parameters for diagnostic accuracy in assessment of approximal caries on a depth rating scale as on a likelihood rating scale. The results demonstrated that the accuracy of observer performance was not influenced by the type of rating scale employed, justifying the application of ROC analysis on discrete caries depth ratings.