Dose calculation in proton therapy using a discovery cross-domain generative adversarial network (DiscoGAN)

Zhang, XK; Hu, ZS; Zhang, GL; Zhuang, YD; Wang, YN; Peng, H

Wang, YN (corresponding author), Peking Univ, Shenzhen Hosp, Dept Radiat Oncol, 1120 Lianhua Rd, Shenzhen 518036, Guangdong, Peoples R China.; Peng, H (corresponding author), Wuhan Univ, Dept Med Phys, Wuhan 430072, Peoples R China.; Peng, H (corresponding author), ProtonSmart Ltd, Wuhan 430072, Peoples R China.

MEDICAL PHYSICS, 2021; 48 (5): 2646

Abstract

Purpose Accurate dose calculation is a critical step in proton therapy. A novel machine learning-based approach was proposed to achieve comparable acc......

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