Maximum likelihood reconstruction in fully 3D PET via the SAGE algorithm

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作者
Ollinger, JM
Goggin, AS
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TL [原子能技术]; O571 [原子核物理学];
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0827 ; 082701 ;
摘要
The SAGE and ordered subsets algorithms have been proposed as fast methods to compute penalized maximum likelihood estimates in PET. We have implemented both for use in fully 3D PET and completed a preliminary evaluation. The technique used to compute the transition matrix is fully described. The evaluation suggests that the ordered subsets algorithm converges much faster than SAGE, but that it stops short of the optimal solution.
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页码:1594 / 1598
页数:5
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