Geometric and dosimetric impact of 3D generative adversarial network-based metal artifact reduction algorithm on VMAT and IMPT for the head and neck region

Geometric and dosimetric impact of 3D generative adversarial network-based metal artifact reduction algorithm on VMAT and IMPT for the head and neck region

Abstract Background We investigated the geometric and dosimetric impact of three-dimensional (3D) generative adversarial network (GAN)-based metal artifact reduction (MAR) algorithms on volumetric-modulated arc therapy (VMAT) and intensity-modulated proton therapy (IMPT) for the head and neck region...

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Bibliographic Details
Main Authors: Mitsuhiro Nakamura, Megumi Nakao, Keiho Imanishi, Hideaki Hirashima, Yusuke Tsuruta
Format: Article
Language:English
Published: BMC 2021-06-01
Series:Radiation Oncology
Subjects:
3D GAN
Metal artifact reduction
VMAT and IMPT
Head and neck cancer
Online Access:https://doi.org/10.1186/s13014-021-01827-0

Internet

https://doi.org/10.1186/s13014-021-01827-0

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