Ts. Pan et al., INFLUENCE OF OSEM, ELLIPTIC ORBITS AND BACKGROUND ACTIVITY ON SPECT 3D RESOLUTION RECOVERY, Physics in medicine and biology, 42(12), 1997, pp. 2517-2529
In maximum-likelihood expectation-maximization (MLEM) reconstruction o
f SPECT images, if both attenuation correction (AC) and detector respo
nse correction (DRC) are included, the reconstruction can be too time
consuming to be clinically useful. With use of the ordered-subset expe
ctation-maximization (OSEM) reconstruction, it has been reported that
the reconstruction time can be substantially reduced. We investigated
the reconstruction of point sources in a non-uniform attenuation mediu
m in terms of the normalized FWHM of these sources. We compared MLEM v
ersus OSEM reconstructions; circular versus elliptical orbits; and the
presence versus the absence of background activity in the object. We
found: (i) that OSEM does speed up the reconstruction by a factor of 1
0 over MLEM; (ii) that the resolution recovery does not depend on the
type of orbit if both AC and DRC are included in the reconstruction; h
owever, when there is background activity, a significant number of ite
rations are required to alleviate the effect of orbit; (iii) that back
ground activity significantly slows down the resolution recovery of th
e point sources; and (iv) that if reconstruction only includes AC, and
not DRC, changing orbit can change isotropy of recovered resolution,
whereas introducing background activity may degrade the recovered reso
lution and also changes the isotropy.