Perceptual and statistical analysis of cardiac phase and amplitude images.
A perceptual experiment was conducted using cardiac phase and amplitude images. Estimates of statistical parameters were derived from the images and the diagnostic potential of human and statistical decisions compared. Five methods were used to generate the images from 75 gated cardiac studies, 39 of which were classified as pathological. The images were presented to 12 observers experienced in nuclear medicine. The observers rated the images using a five-category scale based on their confidence of an abnormality presenting. Circular and linear statistics were used to analyse phase and amplitude image data, respectively. Estimates of mean, standard deviation (SD), skewness, kurtosis and the first term of the spatial correlation function were evaluated in the region of the left ventricle. A receiver operating characteristic analysis was performed on both sets of data and the human and statistical decisions compared. For phase images, circular SD was shown to discriminate better between normal and abnormal than experienced observers, but no single statistic discriminated as well as the human observer for amplitude images.
Department of Nuclear Medicine, Royal Naval Hospital, Gosport, Hants, UK.
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Houston
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Craig
D000704:Analysis of Variance; D016002:Discriminant Analysis; D015637:Gated Blood-Pool Imaging / Q000706:statistics & numerical data*; D006331:Heart Diseases / Q000000981:diagnostic imaging* / Q000453:epidemiology; D006801:Humans; D012372:ROC Curve