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Automated treatment planning for whole breast irradiation with individualized tangential IMRT fields.

Giulianne Rivelli Rodrigues ZaratimRicardo Gomes Dos ReisMarcos Antônio Dos SantosNathalya Ala YagiLuis Felipe Oliveira E Silva
Published in: Journal of applied clinical medical physics (2024)
Although our attempt to correlate patient anatomical features with planning strategy using machine learning tools was unsuccessful, the resulting dosimetric outcomes proved satisfactory. Our algorithm consistently produced high-quality plans, offering significant time and efficiency advantages.
Keyphrases
  • machine learning
  • deep learning
  • radiation therapy
  • case report
  • high throughput
  • health insurance
  • radiation induced
  • skeletal muscle
  • metabolic syndrome
  • neural network
  • single cell
  • monte carlo