SMART-PET: a Self-SiMilARiTy-aware generative adversarial framework for reconstructing low-count [18F]-FDG-PET brain imaging

SMART-PET: a Self-SiMilARiTy-aware generative adversarial framework for reconstructing low-count [18F]-FDG-PET brain imaging

IntroductionIn Positron Emission Tomography (PET) imaging, the use of tracers increases radioactive exposure for longitudinal evaluations and in radiosensitive populations such as pediatrics. However, reducing injected PET activity potentially leads to an unfavorable compromise between radiation exp...

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Main Authors: Confidence Raymond, Dong Zhang, Jorge Cabello, Linshan Liu, Paulien Moyaert, Jorge G. Burneo, Michael O. Dada, Justin W. Hicks, Elizabeth Finger, Andrea Soddu, Andrea Andrade, Michael T. Jurkiewicz, Udunna C. Anazodo
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-11-01
Series:Frontiers in Nuclear Medicine
Subjects:
SMART-PET
positron emission tomography (PET)
frontotemporal dementia (FTD)
drug-resistant epilepsy (DRE)
generative adversarial networks (GANs)
denoising
Online Access:https://www.frontiersin.org/articles/10.3389/fnume.2024.1469490/full
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https://www.frontiersin.org/articles/10.3389/fnume.2024.1469490/full

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