The design and implementation of COSEM, an iterative algorithm for fully 3-D listmode data.
In this paper,we present coincidence-list-ordered sets expectation-maximization (COSEM), an algorithm for iterative image reconstruction directly from list-mode coincidence acquisition data. The COSEM algorithm is based on the ordered sets EM algorithm for binned data but has several extensions that makes it suitable for rotating two planar detector tomographs. We develop the COSEM algorithm and extend it to include analytic calculation of detection probability, noise reducing iterative filtering schemes, and on-the-fly attenuation correction methods. We present an adaptation of COSEM to the Varicam\VG camera and show results from clinical and phantom studies.
Levkovitz
R
R
Minerva Optimization Centre, Technion, Haifa, Israel.
Falikman
D
D
Zibulevsky
M
M
Ben-Tal
A
A
Nemirovski
A
A
D000465:Algorithms; D006801:Humans; D007091:Image Processing, Computer-Assisted / Q000379:methods*; D021621:Imaging, Three-Dimensional / Q000379:methods*; D008433:Mathematics; D008962:Models, Theoretical; D019047:Phantoms, Imaging; D014054:Tomography / Q000295:instrumentation / Q000379:methods*; D014055:Tomography, Emission-Computed / Q000295:instrumentation*