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Medical Physics· 2018Q1

Automatic treatment planning based on three‐dimensional dose distribution predicted from deep learning technique

Jiawei Fan, Jiazhou Wang, Zhi Chen, Chaosu Hu et al.

Short summary

A deep learning model accurately predicts clinically acceptable 3D dose distributions for IMRT radiotherapy, enabling automated treatment plan generation with no statistically significant differences from manual plans for most metrics.

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Field: Radiation

RadiationPhysics and Astronomy