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Imaging performance of a hybrid X-ray computed tomography-fluorescence molecular tomography system using priors.
Med. Phys. 37, 1976-1986 (2010)
Methods: Approaches that incorporate structural prior information were included in the inverse problem by adding a penalty term to the minimization function utilized for image reconstructions. Results were compared as to their performance with simulated and experimental data from a lung inflammation animal model and against the inversions achieved when not using priors. Results: The importance of using priors over stand-alone inversions is also showcased with high spatial sampling simulated and experimental data. The approach of optimal performance in resolving fluorescent biodistribution in small animals is also discussed. Conclusions: Inclusion of prior information from x-ray CT data in the reconstruction of the fluorescence biodistribution leads to improved agreement between the reconstruction and validation images for both simulated and experimental data.
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Publication type
Article: Journal article
Document type
Scientific Article
Keywords
Biomedical optical imaging; CCD image sensors; Computerised tomography; Fluorescence; Image reconstruction; Inverse problems; Lung; Medical image processing; Optical tomography; Physiological models
ISSN (print) / ISBN
0094-2405
e-ISSN
1522-8541
Journal
Medical Physics
Quellenangaben
Volume: 37,
Issue: 5,
Pages: 1976-1986
Publisher
American Institute of Physics (AIP)
Reviewing status
Peer reviewed
Institute(s)
Institute of Biological and Medical Imaging (IBMI)