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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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Bibliografische gegevens
Gepubliceerd in:Med Phys
Hoofdauteurs: Ouyang, Jiahong, Chen, Kevin T., Gong, Enhao, Pauly, John, Zaharchuk, Greg
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: John Wiley and Sons Inc. 2019
Onderwerpen:
Online toegang: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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