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

scholarly journals Investigating the potential of deep learning for patient-specific quality assurance of salivary gland contours using EORTC-1219-DAHANCA-29 clinical trial data

2021 ◽  
pp. 1-7
Author(s):  
Hanne Nijhuis ◽  
Ward van Rooij ◽  
Vincent Gregoire ◽  
Jens Overgaard ◽  
Berend J. Slotman ◽  
...  
Keyword(s):  
Clinical Trial ◽  
Quality Assurance ◽  
Deep Learning ◽  
Salivary Gland ◽  
Clinical Trial Data ◽  
Trial Data ◽  
Patient Specific

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

A Deep Learning Risk Prediction Model for Overall Survival in Patients with Gastric Cancer: A Multicenter Study

2020 ◽  
Author(s):  
Liwen Zhang ◽  
Di Dong ◽  
Wenjuan Zhang ◽  
Xiaohan Hao ◽  
Mengjie Fang ◽  
...  
Keyword(s):  
Gastric Cancer ◽  
Overall Survival ◽  
Deep Learning ◽  
Prediction Model ◽  
Risk Prediction ◽  
Multicenter Study ◽  
Risk Prediction Model
Sign in / Sign up

Export Citation Format

Share Document