Clinical evaluation of two AI models for automated breast cancer plan generation.

Esther KneepkensNienke BakxMaurice van der SangenJacqueline TheuwsPeter-Paul van der ToornDorien RijkaartJorien van der LeerThérèse van NunenEls HagelaarHanneke BlueminkCoen Hurkmans

Published in: Radiation oncology (London, England) (2022)

Two AI models were used to generate deliverable plans for breast cancer patients, in a time-efficient manner, requiring minimal user interaction. Although the AI plans resulted in slightly higher doses overall, radiation oncologists considered 90-95% of the AI plans clinically acceptable.

Keyphrases

artificial intelligence
clinical evaluation
health insurance
machine learning
deep learning
high throughput
radiation therapy
young adults