Applying pytorch toolkit to plan optimization for circular cone based robotic radiotherapy

Applying pytorch toolkit to plan optimization for circular cone based robotic radiotherapy

Abstract Background Robotic linac is ideally suited to deliver hypo-fractionated radiotherapy due to its compact head and flexible positioning. The non-coplanar treatment space improves the delivery versatility but the complexity also leads to prolonged optimization and treatment time. Methods In th...

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Bibliographic Details
Main Authors: Bin Liang, Ran Wei, Jianghu Zhang, Yongbao Li, Tao Yang, Shouping Xu, Ke Zhang, Wenlong Xia, Bin Guo, Bo Liu, Fugen Zhou, Qiuwen Wu, Jianrong Dai
Format: Article
Language:English
Published: BMC 2022-04-01
Series:Radiation Oncology
Subjects:
Automatic differentiation
Lasso
Group lasso
Plan optimization
CyberKnife
Online Access:https://doi.org/10.1186/s13014-022-02045-y

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