49 citations · 74 across the 3 of their papers we have counts for
3 papers
physics.med-ph2022★ 23 cited
Sub-second photon dose prediction via transformer neural networks
Oscar Pastor-Serrano, Peng Dong, Charles Huang +2
Fast dose calculation is critical for online and real time adaptive therapy workflows. While modern physics-based dose algorithms must compromise accuracy to achieve low computatio…
physics.med-ph2022★ 2 cited
Patient-specific mean teacher UNet for enhancing PET image and low-dose PET reconstruction on RefleXion X1 biology-guided radiotherapy system
Jie Fu, Zhicheng Zhang, Linxi Shi +9
The RefleXion X1 is the first biology-guided radiotherapy (BgRT) system. Its dual 90-degree PET detector collects fewer pair production events compared to a full-ring diagnostic PE…
physics.med-ph2020★ 49 cited
Data-driven dose calculation algorithm based on deep learning
Jiawei Fan, Lei Xing, Peng Dong +3
In this study we performed a feasibility investigation on implementing a fast and accurate dose calculation based on a deep learning technique. A two dimensional (2D) fluence map w…