Evaluation on the Second Round Submission
The evaluation will be performed using T1/T2-weighted MR images with manual segmentations of WM, GM and CSF. Automatic segmentations will be evaluated against this manual set – a reference standard, by using various measurements, such as Dice Coefficient (DC), Modified Hausdorff Distance (MHD) and Average Surface Distance (ASD).
We will only provide a rank list for each metric. We will not provide an overall rank list since we think
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WM | GM | CSF | |||||||||||
TEAM | DATE | DICE | MHD | ASD | DICE | MHD | ASD | DICE | MHD | ASD | ||||
CatholicU | 09/14/2017 | 0.819 | 8.239 | 0.675 | 0.842 | 7.283 | 0.546 | 0.916 | 10.970 | 0.241 | ||||
MSL_SKKU | 09/22/2017 | 0.904 | 6.618 | 0.375 | 0.923 | 5.999 | 0.321 | 0.958 | 9.112 | 0.116 | ||||
BCH_CRL_IMAGINE | 05/02/2018 | 0.907 | 7.104 | 0.360 | 0.926 | 9.557 | 0.311 | 0.960 | 8.850 | 0.110 | ||||
HyperDenseNet | 10/12/2017 | 0.901 | 6.660 | 0.382 | 0.920 | 5.752 | 0.329 | 0.956 | 9.421 | 0.120 | ||||
HD | 02/25/2019 | 0.890 | 6.812 | 0.432 | 0.911 | 6.212 | 0.362 | 0.945 | 8.720 | 0.150 | ||||
ADU-Net | 02/18/2018 | 0.936 | 5.314 | 0.211 | 0.939 | 5.620 | 0.257 | 0.959 | 5.743 | 0.114 |