Fully automated volumetric modulated arc therapy technique for radiation therapy of locally advanced breast cancer.

Livia MarrazzoLaura RedapiRoberto PellegriniPeter VoetIcro MeattiniChiara ArilliSilvia CalusiMarta CasatiDeborah ChilàAntonella CompagnucciCinzia TalamontiMargherita ZaniLorenzo LiviStefania Pallotta

Published in: Radiation oncology (London, England) (2023)

Comparing AP-VMAT plans with clinical HT plans showed similar or improved quality. The implementation of mCycle demonstrated successful automation of the planning process for VMAT treatment of locally advanced breast cancer, significantly reducing workload.

Keyphrases

locally advanced
radiation therapy
rectal cancer
neoadjuvant chemotherapy
squamous cell carcinoma
phase ii study
health insurance
quality improvement
primary care
machine learning
healthcare
transcription factor
deep learning
high throughput
lymph node
young adults
combination therapy
cell therapy