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Ultra‐low‐dose PET reconstruction using generative adversarial network with feature matching and task‐specific perceptual loss

PURPOSE: Our goal was to use a generative adversarial network (GAN) with feature matching and task‐specific perceptual loss to synthesize standard‐dose amyloid Positron emission tomography (PET) images of high quality and including accurate pathological features from ultra‐low‐dose PET images only....

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Detalhes bibliográficos
Publicado no:Med Phys
Main Authors: Ouyang, Jiahong, Chen, Kevin T., Gong, Enhao, Pauly, John, Zaharchuk, Greg
Formato: Artigo
Idioma:Inglês
Publicado em: John Wiley and Sons Inc. 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6692211/
https://ncbi.nlm.nih.gov/pubmed/31131901
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/mp.13626
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