From: Applying pytorch toolkit to plan optimization for circular cone based robotic radiotherapy
Patient | 1 | 2 | 3 | 4 | 5 | 6 | ||
---|---|---|---|---|---|---|---|---|
Liver-PTV | V5 | AD-S | 53.6 | 45.5 | 39.2 | 31.0 | 58.7 | 74.5 |
MLP | 63.1 | 58.9 | 44.2 | 39.8 | 69.2 | 91.7 | ||
V10 | AD-S | 35.7 | 23.2 | 18.3 | 12.2 | 33.3 | 57.9 | |
MLP | 39.1 | 25.5 | 19.7 | 13.8 | 45.5 | 65.6 | ||
V20 | AD-S | 16.8 | 8.0 | 7.1 | 3.7 | 6.9 | 29.1 | |
MLP | 18.1 | 8.5 | 7.2 | 4.0 | 16.7 | 30.8 | ||
Dmean | AD-S | 1150.9 | 740.4 | 662.8 | 523.8 | 891.1 | 1539.5 | |
MLP | 1210.6 | 845.4 | 724.7 | 557.6 | 1206.5 | 1768.4 | ||
Cord | Dmax | AD-S | 45.8 | 155.2 | 410.2 | 896.1 | 1054.1 | 512.6 |
MLP | 57.5 | 240.4 | 500.5 | 1150.2 | 1168.1 | 836.7 | ||
Dmean | AD-S | 208.3 | 71.9 | 155.2 | 170.6 | 432.1 | 273.2 | |
MLP | 148.6 | 71.9 | 201.0 | 220.6 | 657.2 | 387.9 | ||
Stomach | Dmax | AD-S | 272.2 | 739.1 | 671.1 | 242.4 | 2747.3 | 1133.4 |
MLP | 669.0 | 1045.5 | 989.5 | 387.8 | 2586.9 | 1309.8 | ||
Dmean | AD-S | 157.7 | 164.8 | 207.4 | 314.5 | 1155.2 | 316.4 | |
MLP | 200.8 | 246.4 | 281.9 | 406.0 | 1229.1 | 387.9 | ||
Bowel | Dmax | ADS | 785.6 | 671.6 | 262.0 | 196.2 | 1530.3 | 461.8 |
MLP | 831.5 | 773.8 | 558.9 | 940.5 | 1671.8 | 925.2 | ||
Dmean | ADS | 58.5 | 81.1 | 92.5 | 96.0 | 366.8 | 233.6 | |
MLP | 63.5 | 47.7 | 122.9 | 60.9 | 450.9 | 236.8 | ||
Duodenum | Dmax | ADS | 208.4 | 874.7 | 1133.8 | 98.0 | 2739.7 | 1335.0 |
MLP | 198.9 | 1165.8 | 1237.2 | 57.5 | 2547.8 | 1438.6 | ||
Dmean | ADS | 65.4 | 155.9 | 462.2 | 168.4 | 1059.2 | 425.7 | |
MLP | 68.6 | 210.0 | 586.0 | 219.5 | 1057.1 | 523.6 | ||
Esophagus | Dmax | ADS | 742.3 | 301.9 | 214.1 | 849.3 | 1551.5 | 640.4 |
MLP | 858.7 | 294.9 | 329.3 | 1089.8 | 2176.8 | 619.2 | ||
Dmean | ADS | 280.1 | 105.4 | 124.4 | 232.2 | 534.0 | 405.2 | |
MLP | 343.1 | 131.1 | 163.6 | 395.8 | 722.2 | 420.7 | ||
Right kidney | Dmax | ADS | 278.9 | 301.8 | 592.0 | 634.2 | 1263.4 | 1312.8 |
MLP | 549.5 | 321.4 | 616.8 | 471.7 | 1737.2 | 1480.6 | ||
Dmean | ADS | 161.2 | 125.0 | 285.8 | 121.2 | 395.6 | 387.5 | |
MLP | 114.9 | 59.6 | 317.9 | 83.1 | 524.8 | 771.7 |