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Table 1 The overall mean and standard deviation (SD) of the percentage of skin surface receiving X GyRBE (Sx GyRBE) for three clusters (G1, G2 and G3) of patients

From: IMPT of head and neck cancer: unsupervised machine learning treatment planning strategy for reducing radiation dermatitis

Sx Gy RBE(%)

Percentage of surface area receiving Sx Gy RBE for three groups of skin toxicity

Group-1 (G1)

Group-2 (G2)

Group-3 (G3)

S10

67.9 ± 22.14

86.03 ± 3.55

93.44 ± 6.72

S20

47.59 ± 19.55

70.32 ± 5.06

86.3 ± 9.00

S30

29.29 ± 16.60

55.78 ± 6.17

75.24 ± 10.0

S40

13.24 ± 10.48

41.55 ± 6.60

59.77 ± 8.83

S50

2.34 ± 3.17

19.68 ± 5.77

36.56 ± 9.43

S60

0.10 ± 0.28

1.74 ± 2.33

8.85 ± 9.63

S70

0.0 ± 0.00

0.02 ± 0.06

0.61 ± 1.35