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20172023
most citedIntelligent Inverse Treatment Planning via Deep Reinforcement Learning, a Proof-of-Principle Study in High Dose-rate Brachytherapy for Cervical Cancer

124 citations · 275 across the 11 of their papers we have counts for

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Showing 2018Show all

2 papers · 1 filter

physics.med-ph2018★ 124 cited

Intelligent Inverse Treatment Planning via Deep Reinforcement Learning, a Proof-of-Principle Study in High Dose-rate Brachytherapy for Cervical Cancer

Chenyang Shen, Yesenia Gonzalez, Peter Klages +6

Inverse treatment planning in radiation therapy is formulated as optimization problems. The objective function and constraints consist of multiple terms designed for different clin…

physics.med-ph2018★ 1 cited

Low dose CT reconstruction assisted by an image manifold prior

Guoyang Ma, Chenyang Shen, Xun Jia

X-ray Computed Tomography (CT) is an important tool in medical imaging to obtain a direct visualization of patient anatomy. However, the x-ray radiation exposure leads to the conce…