Deep learning‐augmented radioluminescence imaging for radiotherapy dose verification

2021 ◽  
Author(s):  
Mengyu Jia ◽  
Yong Yang ◽  
Yan Wu ◽  
Xiaomeng Li ◽  
Lei Xing ◽  
...  
Keyword(s):  
Deep Learning ◽  
Dose Verification ◽  
Radiotherapy Dose

scholarly journals ON RADIOTHERAPY DOSE VERIFICATION WITH A FLAT-PANEL IMAGER

2009 ◽  
Vol 92 ◽  
pp. S49
Author(s):  
L. McDermott
Keyword(s):  
Dose Verification ◽  
Flat Panel ◽  
Radiotherapy Dose

SU-E-T-171: Pre-Treatment Radiotherapy Dose Verification Using Monte Carlo Doselet Modulation in a Spherical Phantom

2013 ◽  
Vol 40 (6Part13) ◽  
pp. 243-243
Author(s):  
R Townson ◽  
S Zavgorodni
Keyword(s):  
Monte Carlo ◽  
Dose Verification ◽  
Pre Treatment ◽  
Radiotherapy Dose

scholarly journals Boosting radiotherapy dose calculation accuracy with deep learning

2020 ◽  
Vol 21 (8) ◽  
pp. 149-159
Author(s):  
Yixun Xing ◽  
You Zhang ◽  
Dan Nguyen ◽  
Mu‐Han Lin ◽  
Weiguo Lu ◽  
...  
Keyword(s):  
Deep Learning ◽  
Dose Calculation ◽  
Radiotherapy Dose

scholarly journals An image-based deep learning framework for individualising radiotherapy dose: a retrospective analysis of outcome prediction

2019 ◽  
Vol 1 (3) ◽  
pp. e136-e147 ◽  
Author(s):  
Bin Lou ◽  
Semihcan Doken ◽  
Tingliang Zhuang ◽  
Danielle Wingerter ◽  
Mishka Gidwani ◽  
...  
Keyword(s):  
Deep Learning ◽  
Retrospective Analysis ◽  
Outcome Prediction ◽  
Learning Framework ◽  
Radiotherapy Dose

scholarly journals 3D radiotherapy dose prediction on head and neck cancer patients with a hierarchically densely connected U-net deep learning architecture

2019 ◽  
Vol 64 (6) ◽  
pp. 065020 ◽  
Author(s):  
Dan Nguyen ◽  
Xun Jia ◽  
David Sher ◽  
Mu-Han Lin ◽  
Zohaib Iqbal ◽  
...  
Keyword(s):  
Head And Neck Cancer ◽  
Deep Learning ◽  
Head And Neck ◽  
Cancer Patients ◽  
Neck Cancer ◽  
Dose Prediction ◽  
Radiotherapy Dose ◽  
3D Radiotherapy

scholarly journals Technical Note: A feasibility study on deep learning‐based radiotherapy dose calculation

2019 ◽  
Vol 47 (2) ◽  
pp. 753-758 ◽  
Author(s):  
Yixun Xing ◽  
Dan Nguyen ◽  
Weiguo Lu ◽  
Ming Yang ◽  
Steve Jiang
Keyword(s):  
Deep Learning ◽  
Feasibility Study ◽  
Dose Calculation ◽  
Technical Note ◽  
Radiotherapy Dose

scholarly journals Pre-treatment radiotherapy dose verification using Monte Carlo doselet modulation in a spherical phantom

2014 ◽  
Vol 59 (8) ◽  
pp. 1923-1934
Author(s):  
Reid W Townson ◽  
Sergei Zavgorodni
Keyword(s):  
Monte Carlo ◽  
Dose Verification ◽  
Pre Treatment ◽  
Radiotherapy Dose

Deep learning‐enabled EPID‐based 3D dosimetry for dose verification of step‐and‐shoot radiotherapy

2021 ◽  
Author(s):  
Mengyu Jia ◽  
Yan Wu ◽  
Yong Yang ◽  
Lei Wang ◽  
Cynthia Chuang ◽  
...  
Keyword(s):  
Deep Learning ◽  
Dose Verification ◽  
3D Dosimetry ◽  
Step And Shoot

scholarly journals Radiotherapy dose verification on a customised head and neck perspex phantom

2017 ◽  
Vol 851 ◽  
pp. 012020 ◽  
Author(s):  
K Y Eng ◽  
S Kandaiya ◽  
N Z Yahaya
Keyword(s):  
Head And Neck ◽  
Dose Verification ◽  
Radiotherapy Dose
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