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Built-in wavelet-induced smoothness to reduce plan complexity in intensity modulated radiation therapy (IMRT).

Mojtaba TefaghMasoud Zarepisheh
Published in: Physics in medicine and biology (2023)
This work reports a novel application of wavelets in imposing an explicit smoothness hard constraint in the search space using an incomplete wavelet basis. This idea has been successfully applied to exclude complex and clinically irrelevant radiation plans from the search space.
Keyphrases
  • radiation therapy
  • convolutional neural network
  • high glucose
  • diabetic rats
  • radiation induced
  • adverse drug
  • oxidative stress
  • locally advanced
  • squamous cell carcinoma
  • deep learning
  • rectal cancer