RESULTS OF A CLINICAL RECEIVER OPERATING CHARACTERISTIC STUDY COMPARING FILTERED BACKPROJECTION AND MAXIMUM-LIKELIHOOD ESTIMATOR IMAGES IN FDG PET STUDIES
J. Llacer et al., RESULTS OF A CLINICAL RECEIVER OPERATING CHARACTERISTIC STUDY COMPARING FILTERED BACKPROJECTION AND MAXIMUM-LIKELIHOOD ESTIMATOR IMAGES IN FDG PET STUDIES, The Journal of nuclear medicine, 34(7), 1993, pp. 1198-1203
The results of a receiver operator characteristic (ROC) study comparin
g maximum likelihood estimator (MLE) reconstructions of human FDG PET
brain scan data to filtered backprojection reconstructions of the same
data are reported. The purpose of the study was to determine whether
MLE reconstructions would result in higher detectability of small foca
l lesions introduced artificially into otherwise normal scan data. One
physician assisted in defining the location and intensity of the lesi
ons and five physicians read the final images. Data from 90 datasets w
ere used for the study. Of those, 42 were left in their original ''nor
mal'' condition and 48 were modified by added lesions. All datasets we
re reconstructed by the two methods and submitted to the five physicia
ns for evaluation. The results show an increase in the area under the
ROC curve from approximately 0.65 for filtered backprojection to appro
ximately 0.71 for the maximum likelihood reconstructions for four of t
he five observers with good statistical significance.