Model validation on the training set of 45 patients | Objective | Clinical plans | Closed-loop validation | Â | p |
---|---|---|---|---|---|
PTV: V98% [%] | >90% | 97.2 ± 0.9 | 96.8 ± 1.4 | - | NS |
[94.9-98.9] | [91.4-98.7] | ||||
Normal liver: V30Gy [%] | <30% | 14.7 ± 11.4 | 14.2 ± 9.6 | - | NS |
[0.0-51.4] | [0.0-36.8] | ||||
Spine: D1cm3 [Gy] | <45 Gy | 15.6 ± 8.0 | 15.1 ± 9.0 | - | <0.05 |
[3.9-45.3] | [2.7-40.4] | ||||
Left kidney V15Gy [%] | <35% | 1.3 ± 6.2 | 0.6 ± 2.6 | - | <0.01 |
[0.0-39.2] | [0.0-14.6] | ||||
Right kidney V15Gy [%] | <35% | 14.3 ± 17.8 | 8.1 ± 10.8 | - | <0.01 |
[0.0-77.4] | [0.0-39.9] | ||||
Stomach V35Gy [%] | <5% | 0.1 ± 0.7 | 0.1 ± 0.6 | - | NS |
[0.0-3.3] | [0.0-2.8] | ||||
Esophagus: D1cm3 [Gy] | <60 Gy | 25.4 ± 8.5 | 23.4 ± 8.7 | - | <0.10 |
[12.5-39.9] | [10.4-37.4] | ||||
Esophagus: V30Gy [%] | <30% | 0.0 ± 0.0 | 0.0 ± 0.0 | - | NS |
[0.0-0.0] | [0.0-0.0] | ||||
Validation on the independent sample of 25 patients | Objective | Clinical plans | Open-loop Validation I | Open-loop Validation II | Â |
PTV: V98% [%] | >90% | 97.4 ± 0.9 | 96.8 ± 1.9 | 97.1 ± 2.6 | I: <0.05 |
[94.9-98.3] | [89.3-98.3] | [89.8-98.6] | II: NS | ||
Normal Liver: V30Gy [%] | <30% | 16.2 ± 10.3 | 16.9 ± 9.9 | 18.0 ± 10.5 | I: <0.05 |
[0.0-36.3] | [0.0-35.1] | [0.0-39.5] | II: <0.01 | ||
Spine: D1cm3 [Gy] | <45 Gy | 18.7 ± 7.4 | 17.6 ± 8.2 | 15.1 ± 5.5 | I: <0.01 |
[4.1-36.0] | [4.3-37.2] | [3.9-25.3] | II: <0.01 | ||
Left kidney V15Gy [%] | <35% | 1.4 ± 4.3 | 0.3 ± 1.4 | 0.01 ± 0.05 | I: <0.01 |
[0.0-19.6] | [0.0-6.9] | [0.0-0.3] | II: <0.01 | ||
Right kidney V15Gy [%] | <35% | 17.6 ± 18.5 | 12.8 ± 15.0 | 10.3 ± 10.8 | I: <0.01 |
[0.0-49.9] | [0.0-39.7] | [0.0-34.4] | II: <0.01 | ||
Stomach V35Gy [%] | <5% | 0.1 ± 0.3 | 0.3 ± 1.0 | 0.0 ± 0.0 | I: <0.04 |
[0.0-0.8] | [0.0-4.2] | [0.0-0.0] | II: NS | ||
Esophagus: D1cm3 [Gy] | <60 Gy | 25.7 ± 9.6 | 21.9 ± 9.8 | 17.3 ± 4.7 | I: <0.01 |
[11.9-46.9] | [0.5-46.1] | [10.8-25.1] | II: <0.01 | ||
Esophagus: V30Gy [%] | <30% | 0.0 ± 0.0 | 0.0 ± 0.0 | 0.0 ± 0.0 | I: NS |
[0.0-0.0] | [0.0-0.0] | [0.0-0.0] | II: NS |