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Benchmarks
Deformable Image Registration on Brain MRI First Experiment (unsupervised)
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75.5
Dice Coefficient
NiftyReg (CC)
57.716
62.333
66.95
71.567
Sep 14, 2018
Dice Coefficient
Count |J_phi| <= 0
Percentage |J_phi| <= 0
Updated 4d ago
Evaluation Results
Method
Method
Links
Dice Coefficient
Count |J_phi| <= 0
Percentage |J_phi| <= 0
NiftyReg (CC)
CPU sec=2347
2018.09
75.5
41,251
60
VoxelMorph (CC)
GPU sec=0.45, CPU sec=57
2018.09
75.3
19,077
36.6
VoxelMorph (MSE)
GPU sec=0.45, CPU sec=57
2018.09
75.2
9,606
18.4
ANTS SyN (CC)
CPU sec=9059
2018.09
74.9
9,662
14
Affine only
GPU sec=0, CPU sec=0
2018.09
58.4
0
0
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