scholarly journals OC-0180 Towards a comprehensive automatic planning with deep neural networks: dose prediction for lung IMRT

2019 ◽  
Vol 133 ◽  
pp. S91
Author(s):  
A.M. Barragán Montero ◽  
D. Nguyen ◽  
W. Lu ◽  
M. Lin ◽  
X. Geets ◽  
...  
Keyword(s):  
Neural Networks ◽  
Deep Neural Networks ◽  
Dose Prediction ◽  
Automatic Planning

scholarly journals Three‐dimensional dose prediction for lung IMRT patients with deep neural networks: robust learning from heterogeneous beam configurations

2019 ◽  
Vol 46 (8) ◽  
pp. 3679-3691 ◽  
Author(s):  
Ana María Barragán‐Montero ◽  
Dan Nguyen ◽  
Weiguo Lu ◽  
Mu-Han Lin ◽  
Roya Norouzi‐Kandalan ◽  
...  
Keyword(s):  
Neural Networks ◽  
Deep Neural Networks ◽  
Three Dimensional ◽  
Robust Learning ◽  
Dose Prediction

Incorporating historical sub-optimal deep neural networks for dose prediction in radiotherapy

2021 ◽  
Vol 67 ◽  
pp. 101886
Author(s):  
Junjie Hu ◽  
Ying Song ◽  
Qiang Wang ◽  
Sen Bai ◽  
Zhang Yi
Keyword(s):  
Neural Networks ◽  
Deep Neural Networks ◽  
Dose Prediction

DeepEC: An error correction framework for dose prediction and organ segmentation using deep neural networks

2020 ◽  
Vol 35 (12) ◽  
pp. 1987-2008 ◽  
Author(s):  
Han Wang ◽  
Haixian Zhang ◽  
Junjie Hu ◽  
Ying Song ◽  
Sen Bai ◽  
...  
Keyword(s):  
Neural Networks ◽  
Error Correction ◽  
Deep Neural Networks ◽  
Dose Prediction

Deep neural networks trained with heavier data augmentation learn features closer to representations in hIT

2018 ◽  
Author(s):  
Alex Hernández-García ◽  
Johannes Mehrer ◽  
Nikolaus Kriegeskorte ◽  
Peter König ◽  
Tim C. Kietzmann
Keyword(s):  
Neural Networks ◽  
Deep Neural Networks ◽  
Data Augmentation

Representation of adversarial images in deep neural networks and the human brain

2018 ◽  
Author(s):  
Chi Zhang ◽  
Xiaohan Duan ◽  
Ruyuan Zhang ◽  
Li Tong
Keyword(s):  
Neural Networks ◽  
Human Brain ◽  
Deep Neural Networks
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