Magnetic resonance imaging-based proton dose calculation for pelvic tumors using deep learning.

Objective
Magnetic resonance imaging (MRI)-only proton therapy combines high soft tissue contrast with high-precision dose distributions. However, conventional dose calculation is impossible on MRI due to missing electron density information. Thi…

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