A novel approach for eliminating metal artifacts based on MVCBCT and CycleGAN

A novel approach for eliminating metal artifacts based on MVCBCT and CycleGAN

PurposeTo develop a metal artifact reduction (MAR) algorithm and eliminate the adverse effects of metal artifacts on imaging diagnosis and radiotherapy dose calculations.MethodsCycle-consistent adversarial network (CycleGAN) was used to generate synthetic CT (sCT) images from megavoltage cone beam C...

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Bibliographic Details
Main Authors: Zheng Cao, Xiang Gao, Yankui Chang, Gongfa Liu, Yuanji Pei
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-11-01
Series:Frontiers in Oncology
Subjects:
tomography
MVCBCT
sCT CycleGAN
metal artifact reduction
radiotherapy dosimetry
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2022.1024160/full

Internet

https://www.frontiersin.org/articles/10.3389/fonc.2022.1024160/full

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