Case ID | Applied Fields | Applied Profiles | Beam parameters | Mean absolute error between measured and reconstructed profiles [%] | 1D Gamma passing rate between measured and reconstructed profiles [%] | ||
---|---|---|---|---|---|---|---|
SVR regression EPRED, sPRED, aPRED | DL regression EPRED, sPRED, aPRED | Final estimation EFINAL, sFINAL, aFINAL | |||||
1 | 3 × 3 cm2 | Depth profile | 5.54 MeV, 0.0 cm, 1.97O | 6.02 MeV, 0.0 cm, 2.35O | 5.86 MeV, 0.0 cm, 2.44O | 0.33 | 100.0 |
Lateral at Dmax | 0.94 | 92.9 | |||||
10 × 10 cm2 | Depth profile | 0.50 | 100.0 | ||||
Lateral at Dmax | 1.03 | 95.7 | |||||
30 × 30 cm2 | Lateral at Dmax | 0.90 | 97.6 | ||||
2 | 10 × 10 cm2 | Depth profile | 5.47 MeV, 0.23 cm, 2.08O | 5.50 MeV, 0.18 cm, 2.41O | 5.60 MeV, 0.25 cm, 2.39O | 0.33 | 100.0 |
Lateral at 10 cm depth | 0.41 | 100.0 | |||||
30 × 30 cm2 | Lateral at Dmax | 0.49 | 98.6 | ||||
Lateral at 10 cm depth | 0.26 | 100.0 | |||||
3 | 10 × 10 cm2 | Depth profile | 5.43 MeV, 0.24 cm, 1.95O | 5.62 MeV, 0.27 cm, 2.47O | 5.60 MeV, 0.24 cm, 2.41O | 0.35 | 100.0 |
Lateral at Dmax | 0.75 | 96.3 | |||||
Lateral at 10 cm depth | 0.40 | 99.4 | |||||
30 × 30 cm2 | Depth profile | 0.26 | 100.0 | ||||
Lateral at Dmax | 0.43 | 98.1 | |||||
Lateral at 10 cm depth | 0.20 | 100.0 |