A deep learning-based prediction model for gamma evaluation in patient-specific quality assurance

2018 ◽  
Vol 45 (9) ◽  
pp. 4055-4065 ◽  
Author(s):  
Seiji Tomori ◽  
Noriyuki Kadoya ◽  
Yoshiki Takayama ◽  
Tomohiro Kajikawa ◽  
Katsumi Shima ◽  
...  
Keyword(s):  
Quality Assurance ◽  
Deep Learning ◽  
Prediction Model ◽  
Patient Specific ◽  
Gamma Evaluation

A study on correlation between 2D and 3D gamma evaluation metrics in patient-specific quality assurance for VMAT

2014 ◽  
Vol 39 (4) ◽  
pp. 300-308 ◽  
Author(s):  
Dhanabalan Rajasekaran ◽  
Prakash Jeevanandam ◽  
Prabakar Sukumar ◽  
Arulpandiyan Ranganathan ◽  
Samdevakumar Johnjothi ◽  
...  
Keyword(s):  
Quality Assurance ◽  
Evaluation Metrics ◽  
Patient Specific ◽  
Gamma Evaluation ◽  
2D And 3D

Deep learning for patient‐specific quality assurance: Identifying errors in radiotherapy delivery by radiomic analysis of gamma images with convolutional neural networks

2018 ◽  
Vol 46 (2) ◽  
pp. 456-464 ◽  
Author(s):  
Matthew J. Nyflot ◽  
Phawis Thammasorn ◽  
Landon S. Wootton ◽  
Eric C. Ford ◽  
W. Art Chaovalitwongse
Keyword(s):  
Neural Networks ◽  
Quality Assurance ◽  
Deep Learning ◽  
Convolutional Neural Networks ◽  
Patient Specific

Development of a deep learning‐based patient‐specific target contour prediction model for markerless tumor positioning

2022 ◽  
Author(s):  
Dejun Zhou ◽  
Mitsuhiro Nakamura ◽  
Nobutaka Mukumoto ◽  
Michio Yoshimura ◽  
Takashi Mizowaki
Keyword(s):  
Deep Learning ◽  
Prediction Model ◽  
Patient Specific ◽  
Specific Target
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