An EM algorithm for dynamic SPECT

Citation
Hh. Bauschke et al., An EM algorithm for dynamic SPECT, IEEE MED IM, 18(3), 1999, pp. 252-261
Citations number
38
Categorie Soggetti
Radiology ,Nuclear Medicine & Imaging","Eletrical & Eletronics Engineeing
Journal title
IEEE TRANSACTIONS ON MEDICAL IMAGING
ISSN journal
02780062 → ACNP
Volume
18
Issue
3
Year of publication
1999
Pages
252 - 261
Database
ISI
SICI code
0278-0062(199903)18:3<252:AEAFDS>2.0.ZU;2-V
Abstract
In this paper me present two variants of the EM algorithm for dynamic SPECT imaging. A version based on compartmental modeling which fits a sum of exp onentials and a more general approach allowing for arbitrary decaying activ ities. The underlying probabilistic models are discussed and the incomplete and complete data spaces are shown to be physically meaningful, We indicat e that the second method, leading to a convex program in the M step, is eas ier to treat numerically and we present a possible numerical approach. Some preliminary numerical tests indicating the feasibility of the method are i ncluded.