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Improvement of deep learning prediction model in patient-specific QA for VMAT with MLC leaf position map and patient's dose distribution.

Noriyuki KadoyaNoriyuki KadoyaSeiji TomoriYuto KimuraTomohiro KajikawaYuto SugaiYushan XiaoKeiichi Jingu
Published in: Journal of applied clinical medical physics (2023)
These findings showed that a model that combines the MLPM and dose distribution in patient's CT exhibited a better GPR prediction performance compared with the other two studied models.
Keyphrases
  • deep learning
  • case report
  • magnetic resonance imaging
  • magnetic resonance
  • fatty acid
  • convolutional neural network
  • contrast enhanced
  • pet ct