The design and implementation of COSEM, an iterative algorithm for fully 3-D listmode data

Citation
R. Levkovitz et al., The design and implementation of COSEM, an iterative algorithm for fully 3-D listmode data, IEEE MED IM, 20(7), 2001, pp. 633-642
Citations number
10
Categorie Soggetti
Radiology ,Nuclear Medicine & Imaging","Eletrical & Eletronics Engineeing
Journal title
IEEE TRANSACTIONS ON MEDICAL IMAGING
ISSN journal
02780062 → ACNP
Volume
20
Issue
7
Year of publication
2001
Pages
633 - 642
Database
ISI
SICI code
0278-0062(200107)20:7<633:TDAIOC>2.0.ZU;2-I
Abstract
In this paper,we present coincidence-list-ordered sets expectation-maximiza tion (COSEM), an algorithm for iterative image reconstruction directly from list-mode coincidence acquisition data, The COSEM algorithm is based on th e ordered sets EM: algorithm for binned data but has several extensions tha t makes it suitable for rotating two planar detector tomographs. We develop the COSEM algorithm and extend it to include analytic calculation of detec tion probability, noise reducing iterative filtering schemes, and on-the-fl y attenuation correction methods. me present an adaptation of COSEM to the Varicam\VG camera and show results from clinical and phantom studies.