ESTRO 2025 - Abstract Book

S3386

Physics - Machine learning models and clinical applications

ESTRO 2025

Conclusion: The proposed decision-making framework provides accurate dose predictions and aids in selecting the optimal radiotherapy technique, aligning with ASTRO recommendations to use IMRT judiciously. This framework not only enhances clinical decision-making by offering reliable OAR dose estimates but also improves efficiency, potentially reducing IMRT overuse and ensuring a streamlined workflow for breast cancer radiotherapy planning.

Keywords: Deep learning, Decision-making, Breast