Predicting Three-Dimensional Dose Distribution of Prostate Volumetric Modulated Arc Therapy Using Deep Learning.

Patiparn KummaneeWares ChancharoenKanut TangtisanonTodsaporn Fuangrod

Published in: Life (Basel, Switzerland) (2021)

This dose prediction model could accelerate the iterative optimization process for the planning of VMAT treatment by guiding the planner with the desired dose distribution.

Keyphrases

deep learning
prostate cancer
machine learning
computed tomography
image quality
convolutional neural network
dual energy