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A Collimator Setting Optimization Algorithm for Dual-Arc Volumetric Modulated Arc Therapy in Pancreas Stereotactic Body Radiation Therapy.

Xinyi LiQ Jackie WuManisha PaltaYou ZhangYang ShengJiahan ZhangChunhao Wang
Published in: Technology in cancer research & treatment (2020)
The proposed collimator settings optimization algorithm successfully improved dosimetric performance for dual-arc pancreas volumetric modulated arc therapy plans in stereotactic body radiation therapy of pancreas. This algorithm has the capability of immediate clinical application.
Keyphrases
  • radiation therapy
  • machine learning
  • deep learning
  • radiation induced
  • neural network
  • locally advanced
  • squamous cell carcinoma
  • bone marrow