Keyphrases
Prediction Accuracy
100%
Proton
100%
Output Factor
100%
Machine Learning Approach
100%
Monitoring System
100%
Gantry Angle
28%
Patient-specific
28%
Machine Learning Techniques
21%
Proton Therapy
21%
Specific Output
21%
Size Dependence
14%
Angle Dependence
14%
Machine Learning Models
14%
Semi-empirical Model
14%
Cubist
14%
Clinical Treatment
7%
Treatment Planning System
7%
Ionization Chamber
7%
Physical Phantom
7%
Overfitting
7%
Popular
7%
Therapy System
7%
Time Measurement
7%
Phantom Measurements
7%
Training Data
7%
Machine Learning-based Approach
7%
Electrometer
7%
Water Phantom
7%
Training Model
7%
Single Room
7%
Random Forest
7%
10-fold Cross Validation
7%
XGBoost
7%
Passive Scatter Proton
7%
Three-machine
7%
Measurement Uncertainty
7%
Beam System
7%
Machine Time
7%
Absolute Disparity
7%
Model Prediction Accuracy
7%
Semi-empirical Prediction
7%
Empirical Predictive Models
7%
Sanity Checks
7%
Engineering
Accurate Prediction
100%
Learning Approach
100%
Learning System
100%
Patient Specific
80%
Factor Measurement
80%
Machine Learning Method
40%
Empirical Model
40%
Model Prediction
20%
Random Forest
20%
Measured Value
20%
Measurement Uncertainty
20%
Predicted Value
20%
Beam Delivery System
20%