Title :
Adaptive correction of scatter and random events for 3-D backprojected PET data
Author :
Reader, Andrew J. ; Zhao, Sha ; Julyan, Peter J. ; Hastings, David L. ; Zweit, Jamal
Author_Institution :
Dept. of Instrum. & Anal. Sci., Univ. of Manchester Inst. of Sci. & Technol., UK
fDate :
8/1/2001 12:00:00 AM
Abstract :
Backprojected images offer compact and accurate storage of three-dimensional (3-D) positron emission tomography (PET) data and so are potentially very suited to high-resolution 3-D PET scanners. However, there are very few methods available for correcting backprojected images for the effects of scatter and random events. Scatter correction methods usually involve experimental measurement of scatter response functions or accurate simulations, and are thus limited by the accuracy of the model used. In contrast, the approach proposed here uniquely adapts a general form of a combined scatter and random response function. This method inherently does not rely upon accurate determination of the scatter and random response functions but does, however, rely upon knowledge of the attenuating object´s outline. The technique is able to adapt to different imaging situations and account for detector scatter, and in particular is readily implemented in backprojection space. The method has been implemented for a small-volume HIDAC (II) PET scanner
Keywords :
adaptive signal processing; gamma-ray scattering; medical image processing; positron emission tomography; 3-D backprojected PET data; adaptive correction; backprojection space; medical diagnostic imaging; model accuracy; nuclear medicine; random events; scatter events; small-volume HIDAC (II) PET scanner; Attenuation; Convolution; Detectors; Image reconstruction; Image storage; Memory; Positron emission tomography; Radioactive decay; Scattering; Whole-body PET;
Journal_Title :
Nuclear Science, IEEE Transactions on