Zr. Liang et al., VALIDATION OF THE CENTRAL-RAY APPROXIMATION FOR ATTENUATED DEPTH-DEPENDENT CONVOLUTION IN QUANTITATIVE SPECT RECONSTRUCTION, Physics in medicine and biology, 42(2), 1997, pp. 433-439
In order to model photon attenuation and detector resolution variation
as a depth-dependent convolution for efficient reconstruction of quan
titative SPECT, a central-ray approximation is necessary. This work in
vestigates the impact of the approximation upon reconstruction accurac
y and computational efficiency. A patient chest CT image was acquired
and converted into an object-specific attenuation map. From a segmenta
tion of the map, an emission thorax phantom was constructed with a car
diac insert. To generate a system-specific resolution-variant kernel,
a point source was measured at several depths from the surface of a lo
w-energy, high-resolution, parallel-hole collimator of a SPECT system.
Projections of parallel-beam geometry were simulated from the phantom
, the map, and the kernel on an elliptical orbit. Reconstruction was p
erformed by the ML-EM algorithm with and without the central-ray appro
ximation. The approximation cuts down dramatically (more than 100 fold
) the computing time with a negligible loss (less than 1%) of reconstr
uction accuracy.