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DeepPET: A deep encoder–decoder network for directly solving the PET image reconstruction inverse problem

The purpose of this research was to implement a deep learning network to overcome two of the major bottlenecks in improved image reconstruction for clinical positron emission tomography (PET). These are the lack of an automated means for the optimization of advanced image reconstruction algorithms,...

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Détails bibliographiques
Publié dans:Med Image Anal
Auteurs principaux: Häggström, Ida, Schmidtlein, C. Ross, Campanella, Gabriele, Fuchs, Thomas J.
Format: Artigo
Langue:Inglês
Publié: 2019
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC6537887/
https://ncbi.nlm.nih.gov/pubmed/30954852
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.media.2019.03.013
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