Deep learning-assisted PET imaging achieves fast scan/low-dose examination

Deep learning-assisted PET imaging achieves fast scan/low-dose examination

Abstract Purpose This study aimed to investigate the impact of a deep learning (DL)-based denoising method on the image quality and lesion detectability of 18F-FDG positron emission tomography (PET) images. Methods Fifty-two oncological patients undergoing an 18F-FDG PET/CT imaging with an acquisiti...

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Bibliographic Details
Main Authors: Yan Xing, Wenli Qiao, Taisong Wang, Ying Wang, Chenwei Li, Yang Lv, Chen Xi, Shu Liao, Zheng Qian, Jinhua Zhao
Format: Article
Language:English
Published: SpringerOpen 2022-02-01
Series:EJNMMI Physics
Subjects:
Positron emission tomography and computed tomography (PET/CT)
Deep learning
Denoising technique
Image quality
Online Access:https://doi.org/10.1186/s40658-022-00431-9

Internet

https://doi.org/10.1186/s40658-022-00431-9

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