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PIMA-CT: Physical Model-Aware Cyclic Simulation and Denoising for Ultra-Low-Dose CT Restoration

A body of studies has proposed to obtain high-quality images from low-dose and noisy Computed Tomography (CT) scans for radiation reduction. However, these studies are designed for population-level data without considering the variation in CT devices and individuals, limiting the current approaches&...

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Detalles Bibliográficos
Autores principales: Liu, Peng, Xu, Linsong, Fullerton, Garrett, Xiao, Yao, Nguyen, James-Bond, Li, Zhongyu, Barreto, Izabella, Olguin, Catherine, Fang, Ruogu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10365089/
https://www.ncbi.nlm.nih.gov/pubmed/37492656
http://dx.doi.org/10.3389/fradi.2022.904601