COMPARISON OF ROC AND AFC METHODS IN A VISUAL DETECTION TASK

Citation
C. Herrmann et al., COMPARISON OF ROC AND AFC METHODS IN A VISUAL DETECTION TASK, Medical physics, 20(3), 1993, pp. 805-811
Citations number
23
Categorie Soggetti
Radiology,Nuclear Medicine & Medical Imaging
Journal title
ISSN journal
00942405
Volume
20
Issue
3
Year of publication
1993
Pages
805 - 811
Database
ISI
SICI code
0094-2405(1993)20:3<805:CORAAM>2.0.ZU;2-3
Abstract
The visual observer performance for detecting low-contrast patterns by employing both the receiver operating characteristic (ROC) and the 9- alternative forced choice (9-AFC) method is investigated. For each obs erver and each experimental technique, the results were reproducible w ith respect to a repeated observation. When the results of different o bservers for each method are compared, a strong variation of values is found. From the ROC data obtained, the expected percentages of correc t detection in a 9-A.FC experiment is calculated and compared with the corresponding values of the actual 9-AFC experiment. For some observe rs, the latter values were significantly higher than the computed ones , whereas for others the results showed good agreement with prediction s from theory.