Technical Note: Dose prediction for radiation therapy using feature-based losses and One Cycle Learning.
Journal:
Medical physics
Published Date:
Jun 22, 2021
Abstract
PURPOSE: To present the technical details of the runner-up model in the open knowledge-based planning (OpenKBP) challenge for the dose-volume histogram (DVH) stream. The model was designed to ensure simple and reproducible training, without the necessity of costly advanced generative adversarial network (GAN) techniques.