An image-based deep learning framework for individualising radiotherapy dose: a retrospective analysis of outcome prediction

Abstract

Our results indicate that there are image-distinct subpopulations that have differential sensitivity to radiotherapy. The image-based deep learning framework proposed herein is the first opportunity to use medical images to individualize radiotherapy dose.