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DeepMCDose: A Deep Learning Method for Efficient Monte Carlo Beamlet Dose Calculation by Predictive Denoising in MR-Guided Radiotherapy.

Ryan NephYangsibo HuangYouming YangKe Sheng
Published in: AIRT@MICCAI (2019)
Keyphrases
  • monte carlo
  • monte carlo simulation
  • deep learning
  • denoising
  • importance sampling
  • monte carlo methods
  • dynamic programming
  • matrix inversion
  • learning algorithm
  • pairwise
  • unsupervised learning
  • adaptive sampling