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Automated inverse optimization facilitates lower doses to normal tissue in pancreatic stereotactic body radiotherapy.

Ivaylo B MihaylovEric A MellonRaphael YechieliLorraine Portelance
Published in: PloS one (2018)
Automated inverse optimization holds great potential for personalization and tailoring of radiotherapy to particular patient anatomies. It can be utilized for normal tissue sparing or for an isotoxic dose escalation.
Keyphrases
  • early stage
  • deep learning
  • machine learning
  • locally advanced
  • high throughput
  • radiation therapy
  • radiation induced
  • case report
  • clinical trial
  • robot assisted
  • rectal cancer
  • single cell