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Table 2 The MAD values (cGy) for each ROI type in the test data for the MSE and sharp loss functions

From: Sharp loss: a new loss function for radiotherapy dose prediction based on fully convolutional networks

 

Loss function

MSE loss

Sharp loss

γ = 1

γ = 25

γ = 50

γ = 100

γ = 250

γ = 500

PTV

316.49

229.15

201.06

182.38

139.85

239.11

222.68

Ipsilateral lung

271.81

232.06

215.22

215.47

189.99

263.82

362.17

Heart

218.28

185.42

183.79

175.73

144.41

217.63

218.69

Contralateral lung

125.96

116.21

117.38

136.70

113.42

172.97

241.52

Spinal cord

195.51

162.50

168.47

160.04

170.41

228.89

310.26