A personalized DVH prediction model for HDR brachytherapy in cervical cancer treatment

Abstract

In this study, a knowledge-based machine learning model was proposed and verified to accurately predict the DVH for new patients. This model is proved to be effective in our testing group in the workflow of HDR brachytherapy.