Deep learning‐based synthetization of real‐time in‐treatment 4D images using surface motion and pretreatment images: A proof‐of‐concept study

Abstract

A deep learning-based approach was proposed and validated to predict internal anatomy deformation from the surface motion, which is potentially applicable to on-line target navigation for accurate radiotherapy based on real-time 4D skin surface data and pretreatment images.