Hui-Juan Peng

A cascade deep learning network for simultaneous prediction of dose and linear energy transfer in proton therapy of prostate cancer.

OBJECTIVE Prediction of dose-averaged linear energy transfer (LETd) may facilitate LET-aware evaluation of proton therapy plans. This study developed a cascade deep learning framework for simultaneous three-dimensional prediction of dose and LETd distributions for conventional dose-based optimization (DoseOpt) and LETd...