7 citations · 9 across the 2 of their papers we have counts for
3 papers
physics.med-ph2020★ 2 cited
Boosting radiotherapy dose calculation accuracy with deep learning
Yixun Xing, Ph. D., You Zhang +5
In radiotherapy, a trade-off exists between computational workload/speed and dose calculation accuracy. Calculation methods like pencil-beam convolution can be much faster than Mon…
physics.med-ph2020★ 7 cited
Improving Proton Dose Calculation Accuracy by Using Deep Learning
Chao Wu, Dan Nguyen, Yixun Xing +5
Accurate dose calculation is vitally important for proton therapy. Pencil beam (PB) model-based dose calculation is fast but inaccurate due to the approximation when dealing with i…
physics.med-ph2019
A Feasibility Study on Deep Learning-Based Radiotherapy Dose Calculation
Yixun Xing, Dan Nguyen, Weiguo Lu +2
Purpose: Various dose calculation algorithms are available for radiation therapy for cancer patients. However, these algorithms are faced with the tradeoff between efficiency and a…