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Benchmarks
Brain lesion segmentation on TBI database
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64.5
DSC
Ensemble
50.564
54.182
57.8
61.418
Mar 18, 2016
DSC
Precision
Sensitivity
ASSD
Hausdorff Distance
Updated 1mo ago
Evaluation Results
Method
Method
Links
DSC
Precision
Sensitivity
ASSD
Hausdorff Distance
Ensemble
CRF post-processing=true
2016.03
64.5
69.8
63.9
3.72
52.38
Ensemble
CRF post-processing=false
2016.03
64.2
67.7
65.3
3.88
54.38
DeepMedic
CRF post-processing=true
2016.03
63
67.7
63.2
4.02
55.68
DeepMedic
CRF post-processing=false
2016.03
62.3
65.3
64.4
4.24
56.5
Random Forest
CRF post-processing=true
2016.03
54.8
58.6
56.9
6.71
59.45
Random Forest
CRF post-processing=false
2016.03
51.1
50.1
60.1
8.29
64.17
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