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 Tome

Published 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.

Keyphrases

machine learning
radiation therapy
big data
quality improvement
climate change