Organ-at-risk dose prediction using a machine learning algorithm: Clinical validation and treatment planning benefit for lung SBRT.
N Patrik BrodinLeslie SchulteChristian VeltenWilliam MartinSydney ShenJin ShenAmar BasavatiaNitin OhriMadhur K GargColin CarpenterWolfgang Axel TomePublished in: Journal of applied clinical medical physics (2022)
This study validated ML-based OAR dose prediction for lung SBRT, showing potential for improved OAR dose sparing and more consistent plan quality using dose predictions for patient-specific planning guidance.