Multi-center dose prediction using attention-aware deep learning algorithm based on transformers for cervical cancer radiotherapy

Accurate dose delivery is crucial for cervical cancer volumetric modulated arc therapy (VMAT). We aimed to develop a robust deep learning (DL) algorithm for fast and accurate dose prediction of cervical cancer VMAT in multi-center datasets and then explore the feasibility of the DL algorithm to endometrial cancer VMAT with different prescriptions.

Source: Clinical Oncology - March 23, 2024 Category: Radiology Authors: Zhe Wu, Xiaobin Jia, Liming Lu, Cheng Xu, Ya Pang, Shengxian Peng, Mujun Liu, Yi Wu Tags: Original Article Source Type: research