A New Deep-Learning-based Model for Predicting 3D Radiotherapy Dose Distribution In Various Scenarios

2020 ◽  
Author(s):  
Runxin Liu ◽  
Jingfeng Bai ◽  
Kejun Zhao ◽  
Kang Zhang ◽  
Cheng Ni
Keyword(s):  
Deep Learning ◽  
Dose Distribution ◽  
Radiotherapy Dose ◽  
3D Radiotherapy

Individualized 3D Dose Distribution Prediction Using Deep Learning

2019 ◽  
pp. 110-118 ◽  
Author(s):  
Jianhui Ma ◽  
Ti Bai ◽  
Dan Nguyen ◽  
Michael Folkerts ◽  
Xun Jia ◽  
...  
Keyword(s):  
Deep Learning ◽  
Dose Distribution

Automatic treatment planning based on three-dimensional dose distribution predicted from deep learning technique

2018 ◽  
Vol 46 (1) ◽  
pp. 370-381 ◽  
Author(s):  
Jiawei Fan ◽  
Jiazhou Wang ◽  
Zhi Chen ◽  
Chaosu Hu ◽  
Zhen Zhang ◽  
...  
Keyword(s):  
Deep Learning ◽  
Treatment Planning ◽  
Dose Distribution ◽  
Three Dimensional ◽  
Learning Technique ◽  
Automatic Treatment

PO-1723 Deep learning method for TomoTherapy Hi-Art: prediction three‐dimensional dose distribution

2021 ◽  
Vol 161 ◽  
pp. S1448-S1449
Author(s):  
D. Carlotti ◽  
D. Aragno ◽  
R. Faccini ◽  
M.C. Pressello ◽  
R. Rauco ◽  
...  
Keyword(s):  
Deep Learning ◽  
Dose Distribution ◽  
Three Dimensional ◽  
Learning Method

scholarly journals Radiotherapy dose-distribution to the perirectal fat space (PRS) is related to gastrointestinal control-related complications

2017 ◽  
Vol 7 ◽  
pp. 62-70 ◽  
Author(s):  
S.L. Gulliford ◽  
S. Ghose ◽  
M.A. Ebert ◽  
A. Kennedy ◽  
J. Dowling ◽  
...  
Keyword(s):  
Dose Distribution ◽  
Radiotherapy Dose

A deep learning method for prediction of three‐dimensional dose distribution of helical tomotherapy

2019 ◽  
Vol 46 (5) ◽  
pp. 1972-1983 ◽  
Author(s):  
Zhiqiang Liu ◽  
Jiawei Fan ◽  
Minghui Li ◽  
Hui Yan ◽  
Zhihui Hu ◽  
...  
Keyword(s):  
Deep Learning ◽  
Dose Distribution ◽  
Helical Tomotherapy ◽  
Three Dimensional ◽  
Learning Method

scholarly journals Effects of 16-bit CT imaging scanning conditions for metal implants on radiotherapy dose distribution

2017 ◽  
Author(s):  
Gao Liugang ◽  
Sun Hongfei ◽  
Ni Xinye ◽  
Fang Mingming ◽  
Lin Tao
Keyword(s):  
Dose Distribution ◽  
Ct Imaging ◽  
Metal Implants ◽  
Radiotherapy Dose
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