Home    Details    Workshop    Register    Download    Submit    Results    Organizers 

Results

When teams submit their segmentation results, the evaluation results will be sent to the team contact person by e-mail and will be listed below.

Rank Team name Submission name Date Sum Scores Sequences used Speed Doc
1TailHot Multi-modality aggregation network3 13‑04‑18 41 T1; T1_IR; FLAIR ~13 sec doc
2WTA2 3D Cascade convolutional architecture - Method 22 23‑05‑18 48 T1; T1_IR; FLAIR ~2 min doc
3LIVIA_ETS HyperDenseNet2 06‑02‑18 66 T1; T1_IR; FLAIR ~4 min doc
4CU_DL2 3D Deep Learning; voxnet2 28‑06‑16 76 T1; T1_IR; FLAIR ~2 min doc
5CU_DL 3D Deep Learning; voxnet13 16‑06‑16 79 T1; T1_IR; FLAIR ~2 min doc
6MSL-SKKU Deep Convolutional Neural Network 19‑06‑17 84 T1; T1-IR; FLAIR ~1.5 min doc
7LRDE Fully Convolutional Network 20‑12‑16 85 T1 ~2 sec doc
8MDGRU Multi-Dimensional Gated Recurrent Units3 27‑07‑16 108 T1; T1_IR; FLAIR ~2 min doc
9FBI/LMB Freiburg U-Net (3D) 01‑05‑16 112 T1-1mm; T1-IR; FLAIR ~2 min doc
10PyraMiD-LSTM2 NOCC with rounds3 23‑05‑16 114 T1; T1-IR; FLAIR ~2 min doc
11AOC Atlas of Classifiers 24‑12‑17 126 T1 ~6 sec doc
12IDSIA PyraMiD-LSTM 05‑06‑15 134 T1; T1_IR; FLAIR ~2 min doc
13THUity Modified U-Net 04‑07‑18 147 T1 ~40 sec doc
14STH Hybrid ANN-based Auto-context method2 03‑06‑16 148 T1; T1-IR; FLAIR ~ 5 min doc
15ISI-Neonatology Multi-stage voxel classification 31‑05‑14 150 T1 ~1.5 hours doc
16UNC-IDEA LINKS:Learning-based multi-source integration 09‑02‑15 155 T1; T1_IR; FLAIR ~3 min doc
17BCH_CRL_IMAGINE 3D patch-wise DenseNet and Patch Fusion2 24‑05‑18 177 T1; T1-IR; FLAIR ~2 min doc
18MNAB2 Random Forests 21‑02‑14 180 T1; T1_IR; FLAIR ~25 min doc
19KSOM GHMF ASeTs: MAP-Based with Manifold learning 13‑05‑14 182 T1; T1_IR; FLAIR ~23 min doc
20WTA 3D Cascade convolutional architecture - Method 13 15‑05‑18 203 T1; T1_IR; FLAIR ~5 min doc
21vicorob UdG T1_F MSSEG using T1 + FLAIR (T1-IR skull) 14‑01‑16 204 T1; IR; FLAIR ~2 min doc
22VBM12 VBM12_r738 with WMHC=2 07‑10‑15 207 T1 ~6 min doc
23BIGR2 Multi-Feature SVM Classification 26‑09‑13 209 T1; T1_IR; FLAIR ~35 min doc
24vicorob UdG T1 MSSEG using only T1 (T1-IR skull) 21‑01‑16 223 T1; IR ~2 min doc
25UofL BioImaging MAP-Based Framework 26‑09‑13 230 T1 ~6 sec doc
26CMIV Model-guided Level Sets and Skeletons 26‑09‑13 253 T1; FLAIR ~3 min doc
27UB VPML Med Multi-Atlas with Multiway Cut 26‑09‑13 260 T1; T1_IR; FLAIR ~30 min doc
28Narsil Segmentation using Ensemble Trees 26‑09‑13 267 T1; FLAIR < 2 min doc
29VIBOT10 M-T1+F Convolutional Neural Network 27‑02‑17 270 T1; FLAIR ~3 min doc
30CVSS Multi-atlas segmentation based on supervoxels 14‑02‑17 273 T1; T1_IR; FLAIR ~2 min doc
31drai VGG based Fully Convolutional Neural Network 20‑01‑17 277 T1 ~2 sec doc
32bigr_neuro Automatically Trained kNN Classifier 26‑09‑13 278 T1; FLAIR ~2 hours doc
33S2_QM2 Atlas-based segmentation and AdaBoost 28‑07‑14 279 T1; T1-IR; FLAIR ~45 min doc
34KM-MRF-MAS MAP on Intensity, and Local and Multi-atlas Priors 28‑10‑16 286 T1 ~10 min doc
35Robarts Multi-Atlas with Hierarchical Max-Flow 26‑09‑13 290 T1-1mm; T1-IR ~16 min doc
36SPM12_T1_F* SPM12 with T1 and FLAIR sequence 31‑08‑15 294 T1; FLAIR ~3 min doc
37CSIM-lab_Mqe-MMRF Hybrid Modified Entropy-Based Segmentation with Modified MRF 25‑06‑18 308 T1 ~6 min doc
38SPM12_T1_IR* SPM12 with T1 and IR sequence 31‑08‑15 311 T1; IR ~3 min doc
39SJCE Fuzzy Clustering 12‑04‑17 311 T1 <1 min doc
40SPM12_T1* SPM12 with T1 sequence 31‑08‑15 326 T1 ~3 min doc
41MNAB Random Decision Forests 26‑09‑13 326 T1; T1-IR; FLAIR ~15 min doc
42SPM12_T1_IR_F* SPM12 with T1; IR and FLAIR sequence 31‑08‑15 358 T1; IR; FLAIR ~4 min doc
43FSL-Seg* FSL (v5.0) seg file 31‑08‑15 361 T1 ~10 min doc
44LUH-TNT Level-sets with dictionary learning 27‑10‑14 371 T1 < 1 min doc
45FSL-PVSeg* FSL (v5.0) PVSeg file 31‑08‑15 374 T1 ~10 min doc
46FreeSurfer* FreeSurfer (v5.3.0) 31‑08‑15 374 T1-1mm ~1 hour doc
47Jedi Mind Meld Automated Walks using Machine Learning 26‑09‑13 386 T1; T1-IR; FLAIR ~27 sec doc
48mlmi2014ss AdaBoostM2 28‑07‑14 392 T1; T1-IR; FLAIR ~5 min doc
49S2_QM Bayesian-based Adaptive Mean-Shift 26‑09‑13 404 T1; T1-IR; FLAIR ~1.5 hours doc
50CSIM-Lab Multiple Logistic Classification 24‑10‑17 418 T1 doc
51ISTB UniBe Decision Forests with spatial regularization 04‑06‑14 434 T1; T1-IR; FLAIR ~3 min doc
52LNMBrains Gaussian Intensity Model 26‑09‑13 434 T1; T1-IR; FLAIR ~5 min doc
53ECOESH Modified Expectation Maximization 06‑01‑14 476 T1 ~5 min doc
*These methods (SPM, FSL and FreeSurfer) were applied by the MRBrainS organizers as described in the MRBrainS journal paper.
2,3At the end of the submission name indicates that this is the 2nd or 3rd submission (max 3 resubmissions allowed).

Note: As described below, when teams have equal scores, the standard deviations of the three tissue types and the three evaluation measures over all patients are taken into account.

How is the ranking determined?

Ranking is based on the evaluation results of all 15 test datasets and determined as follows: For each evaluation measure (Dice Coefficient (DC), Modified Hausdorff Distance (HD) and Absolute Volume Difference(AVD)), the mean value over all 15 datasets is determined for white matter (WM), gray matter (GM) and cerebrospinal fluid (CSF). Each team receives a rank (1=best) for each tissue type (GM, WM, CSF) and each evaluation measure (DC, HD-95, AVD) based on the mean value of the evaluation measures over all 15 datasets. The final score is determined by adding the ranks of all tissue types and evaluation measures for each team. The team with the lowest score is ranked number 1. In case two teams would have an equal score, the team with the lowest standard deviation over the tissue types will be ranked first.

Per tissue rankings and per measure rankings are presented below.

Overall Segmentation Results

GM Score WM Score CSF Score Rank Sum
1 TailHot 12 1 WTA2 5 1 TailHot 6 1 TailHot 41
2 WTA2 16 2 LIVIA_ETS 17 2 IDSIA 15 2 WTA2 48
3 LIVIA_ETS 23 3 LRDE 17 3 MDGRU 19 3 LIVIA_ETS 66
4 LRDE 26 4 CU_DL 20 4 CU_DL2 21 4 CU_DL2 76
5 CU_DL2 32 5 CU_DL2 23 5 MSL-SKKU 22 5 CU_DL 79
6 CU_DL 32 6 TailHot 23 6 LIVIA_ETS 26 6 MSL-SKKU 84
7 MDGRU 36 7 MSL-SKKU 26 7 CU_DL 27 7 LRDE 85
8 MSL-SKKU 36 8 AOC 33 8 WTA2 27 8 MDGRU 108
9 THUity 39 9 THUity 36 9 STH 27 9 FBI/LMB Freiburg 112
10 WTA 42 10 PyraMiD-LSTM2 38 10 PyraMiD-LSTM2 29 10 PyraMiD-LSTM2 114
11 FBI/LMB Freiburg 44 11 FBI/LMB Freiburg 38 11 FBI/LMB Freiburg 30 11 AOC 126
12 PyraMiD-LSTM2 47 12 WTA 39 12 MNAB2 41 12 IDSIA 134
13 ISI-Neonatology 47 13 UNC-IDEA 41 13 AOC 42 13 THUity 147
14 KSOM GHMF 48 14 ISI-Neonatology 48 14 LRDE 42 14 STH 148
15 STH 48 15 BIGR2 53 15 BCH_CRL_IMAGINE 48 15 ISI-Neonatology 150
16 AOC 51 16 MDGRU 53 16 UNC-IDEA 50 16 UNC-IDEA 155
17 BCH_CRL_IMAGINE 54 17 VBM12 59 17 vicorob UdG T1 51 17 BCH_CRL_IMAGINE 177
18 BIGR2 55 18 IDSIA 60 18 vicorob UdG T1_F 52 18 MNAB2 180
19 Narsil 57 19 vicorob UdG T1_F 67 19 ISI-Neonatology 55 19 KSOM GHMF 182
20 IDSIA 59 20 KSOM GHMF 69 20 UofL BioImaging 63 20 WTA 203
21 UB VPML Med 63 21 UB VPML Med 71 21 VBM12 64 21 vicorob UdG T1_F 204
22 UNC-IDEA 64 22 MNAB2 72 22 KSOM GHMF 65 22 VBM12 207
23 MNAB2 67 23 STH 73 23 THUity 72 23 BIGR2 209
24 VIBOT10 M-T1+F 68 24 SPM12_T1_F* 75 24 S2_QM2 75 24 vicorob UdG T1 223
25 drai 82 25 BCH_CRL_IMAGINE 75 25 Robarts 80 25 UofL BioImaging 230
26 UofL BioImaging 82 26 Narsil 77 26 CMIV 82 26 CMIV 253
27 SJCE 82 27 vicorob UdG T1 79 27 drai 82 27 UB VPML Med 260
28 CVSS 84 28 CVSS 81 28 VIBOT10 M-T1+F 83 28 Narsil 267
29 VBM12 84 29 CMIV 83 29 KM-MRF-MAS 85 29 VIBOT10 M-T1+F 270
30 vicorob UdG T1_F 85 30 UofL BioImaging 85 30 SPM12_T1_IR* 90 30 CVSS 273
31 CSIM-lab_Mqe-MMRF 87 31 SPM12_T1* 87 31 bigr_neuro 94 31 drai 277
32 CMIV 88 32 MNAB 87 32 BIGR2 101 32 bigr_neuro 278
33 bigr_neuro 88 33 bigr_neuro 96 33 FSL-PVSeg* 102 33 S2_QM2 279
34 S2_QM2 90 34 CSIM-lab_Mqe-MMRF 98 34 FSL-Seg* 102 34 KM-MRF-MAS 286
35 vicorob UdG T1 93 35 SJCE 100 35 SPM12_T1_IR_F* 102 35 Robarts 290
36 KM-MRF-MAS 98 36 Robarts 103 36 SPM12_T1_F* 104 36 SPM12_T1_F* 294
37 MNAB 99 37 KM-MRF-MAS 103 37 CVSS 108 37 CSIM-lab_Mqe-MMRF 308
38 SPM12_T1* 105 38 SPM12_T1_IR* 107 38 Jedi Mind Meld 110 38 SPM12_T1_IR* 311
39 Robarts 107 39 FreeSurfer* 108 39 S2_QM 117 39 SJCE 311
40 SPM12_T1_IR* 114 40 drai 113 40 WTA 122 40 SPM12_T1* 326
41 SPM12_T1_F* 115 41 S2_QM2 114 41 CSIM-lab_Mqe-MMRF 123 41 MNAB 326
42 FreeSurfer* 121 42 LUH-TNT 116 42 mlmi2014ss 126 42 SPM12_T1_IR_F* 358
43 LUH-TNT 122 43 VIBOT10 M-T1+F 119 43 UB VPML Med 126 43 FSL-Seg* 361
44 SPM12_T1_IR_F* 125 44 mlmi2014ss 126 44 SJCE 129 44 LUH-TNT 371
45 FSL-PVSeg* 131 45 FSL-Seg* 127 45 CSIM-Lab 132 45 FSL-PVSeg* 374
46 Jedi Mind Meld 131 46 SPM12_T1_IR_F* 131 46 Narsil 133 46 FreeSurfer* 374
47 FSL-Seg* 132 47 CSIM-Lab 136 47 LUH-TNT 133 47 Jedi Mind Meld 386
48 S2_QM 140 48 ISTB UniBe 141 48 SPM12_T1* 134 48 mlmi2014ss 392
49 mlmi2014ss 140 49 FSL-PVSeg* 141 49 LNMBrains 136 49 S2_QM 404
50 LNMBrains 145 50 Jedi Mind Meld 145 50 MNAB 140 50 CSIM-Lab 418
51 ISTB UniBe 148 51 S2_QM 147 51 FreeSurfer* 145 51 ISTB UniBe 434
52 CSIM-Lab 150 52 LNMBrains 153 52 ISTB UniBe 145 52 LNMBrains 434
53 ECOESH 159 53 ECOESH 159 53 ECOESH 158 53 ECOESH 476

GM = Gray matter, WM = White matter, CSF = Cerebrospinal fluid
Sum = Score GM + Score WM + Score CSF
Score = Rank DC + Rank HD + Rank AVD

Gray Matter Segmentation Results

Rank DC Rank HD Rank AVD GM Score
1 TailHot 86.40 1 LIVIA_ETS 1.34 1 CSIM-lab_Mqe-MMRF 4.87 1 TailHot 12
2 LIVIA_ETS 86.33 2 TailHot 1.38 2 SJCE 5.14 2 WTA2 16
3 CU_DL2 86.15 3 CU_DL2 1.44 3 drai 5.29 3 LIVIA_ETS 23
4 CU_DL 86.12 4 LRDE 1.44 4 WTA2 5.43 4 LRDE 26
5 MSL-SKKU 86.06 5 WTA2 1.45 5 KSOM GHMF 5.44 5 CU_DL2 32
6 LRDE 86.03 6 CU_DL 1.47 6 Narsil 5.52 6 CU_DL 32
7 WTA2 86.00 7 MSL-SKKU 1.52 7 THUity 5.56 7 MDGRU 36
8 ISI-Neonatology 85.77 8 MDGRU 1.54 8 BCH_CRL_IMAGINE 5.70 8 MSL-SKKU 36
9 WTA 85.70 9 FBI/LMB Freiburg 1.58 9 TailHot 5.72 9 THUity 39
10 FBI/LMB Freiburg 85.44 10 WTA 1.61 10 AOC 5.81 10 WTA 42
11 MDGRU 85.40 11 UNC-IDEA 1.62 11 UB VPML Med 5.87 11 FBI/LMB Freiburg 44
12 VIBOT10 M-T1+F 85.07 12 ISI-Neonatology 1.62 12 bigr_neuro 5.90 12 PyraMiD-LSTM2 47
13 PyraMiD-LSTM2 84.89 13 PyraMiD-LSTM2 1.67 13 VBM12 5.91 13 ISI-Neonatology 47
14 THUity 84.88 14 MNAB2 1.70 14 vicorob UdG T1_F 5.98 14 KSOM GHMF 48
15 IDSIA 84.82 15 IDSIA 1.70 15 STH 6.02 15 STH 48
16 STH 84.77 16 UofL BioImaging 1.70 16 LRDE 6.05 16 AOC 51
17 BIGR2 84.65 17 STH 1.71 17 MDGRU 6.09 17 BCH_CRL_IMAGINE 54
18 AOC 84.59 18 THUity 1.74 18 BIGR2 6.13 18 BIGR2 55
19 MNAB2 84.50 19 VIBOT10 M-T1+F 1.87 19 vicorob UdG T1 6.15 19 Narsil 57
20 UNC-IDEA 84.36 20 BIGR2 1.89 20 LIVIA_ETS 6.19 20 IDSIA 59
21 BCH_CRL_IMAGINE 84.27 21 KSOM GHMF 1.92 21 PyraMiD-LSTM2 6.35 21 UB VPML Med 63
22 KSOM GHMF 84.13 22 Robarts 1.95 22 CU_DL 6.42 22 UNC-IDEA 64
23 MNAB 83.86 23 AOC 1.97 23 WTA 6.56 23 MNAB2 67
24 Narsil 83.47 24 CVSS 1.98 24 MSL-SKKU 6.60 24 VIBOT10 M-T1+F 68
25 S2_QM2 83.35 25 BCH_CRL_IMAGINE 2.03 25 FBI/LMB Freiburg 6.60 25 drai 82
26 UB VPML Med 83.31 26 UB VPML Med 2.09 26 CU_DL2 6.60 26 UofL BioImaging 82
27 UofL BioImaging 82.96 27 Narsil 2.27 27 ISI-Neonatology 6.62 27 SJCE 82
28 CMIV 82.43 28 FreeSurfer* 2.31 28 CMIV 6.76 28 CVSS 84
29 CVSS 82.35 29 S2_QM2 2.36 29 IDSIA 6.77 29 VBM12 84
30 VBM12 82.29 30 drai 2.48 30 KM-MRF-MAS 6.79 30 vicorob UdG T1_F 85
31 vicorob UdG T1_F 82.19 31 LUH-TNT 2.62 31 CVSS 6.86 31 CSIM-lab_Mqe-MMRF 87
32 vicorob UdG T1 82.07 32 CMIV 2.69 32 SPM12_T1* 6.95 32 CMIV 88
33 bigr_neuro 81.46 33 KM-MRF-MAS 2.73 33 UNC-IDEA 7.04 33 bigr_neuro 88
34 SPM12_T1_F* 81.17 34 MNAB 2.79 34 MNAB2 7.10 34 S2_QM2 90
35 KM-MRF-MAS 80.85 35 SPM12_T1_F* 2.90 35 SPM12_T1_IR* 7.23 35 vicorob UdG T1 93
36 SJCE 80.76 36 SPM12_T1* 2.93 36 S2_QM2 7.23 36 KM-MRF-MAS 98
37 SPM12_T1* 80.34 37 mlmi2014ss 2.96 37 VIBOT10 M-T1+F 8.16 37 MNAB 99
38 SPM12_T1_IR_F* 80.15 38 SPM12_T1_IR* 3.01 38 FSL-PVSeg* 8.40 38 SPM12_T1* 105
39 CSIM-lab_Mqe-MMRF 80.09 39 SPM12_T1_IR_F* 3.03 39 UofL BioImaging 8.61 39 Robarts 107
40 Robarts 79.70 40 vicorob UdG T1_F 3.17 40 FSL-Seg* 8.65 40 SPM12_T1_IR* 114
41 SPM12_T1_IR* 79.41 41 VBM12 3.20 41 Jedi Mind Meld 8.94 41 SPM12_T1_F* 115
42 LUH-TNT 79.35 42 vicorob UdG T1 3.31 42 MNAB 9.11 42 FreeSurfer* 121
43 FSL-Seg* 78.66 43 bigr_neuro 3.67 43 S2_QM 9.28 43 LUH-TNT 122
44 Jedi Mind Meld 77.84 44 SJCE 3.71 44 LNMBrains 9.47 44 SPM12_T1_IR_F* 125
45 FSL-PVSeg* 77.66 45 ISTB UniBe 3.86 45 Robarts 9.77 45 FSL-PVSeg* 131
46 FreeSurfer* 77.41 46 Jedi Mind Meld 3.90 46 SPM12_T1_F* 10.59 46 Jedi Mind Meld 131
47 S2_QM 76.41 47 CSIM-lab_Mqe-MMRF 3.93 47 FreeSurfer* 12.15 47 FSL-Seg* 132
48 CSIM-Lab 75.65 48 FSL-PVSeg* 4.29 48 SPM12_T1_IR_F* 13.92 48 S2_QM 140
49 drai 74.53 49 FSL-Seg* 4.35 49 LUH-TNT 15.52 49 mlmi2014ss 140
50 LNMBrains 72.75 50 S2_QM 5.51 50 CSIM-Lab 18.07 50 LNMBrains 145
51 mlmi2014ss 71.70 51 LNMBrains 6.80 51 ISTB UniBe 19.11 51 ISTB UniBe 148
52 ISTB UniBe 68.62 52 CSIM-Lab 7.50 52 mlmi2014ss 24.56 52 CSIM-Lab 150
53 ECOESH 63.36 53 ECOESH 34.07 53 ECOESH 38.34 53 ECOESH 159

White Matter Segmentation Results

Rank DC Rank HD Rank AVD WM Score
1 WTA2 89.74 1 LIVIA_ETS 1.78 1 THUity 5.20 1 WTA2 5
2 TailHot 89.70 2 WTA2 1.82 2 WTA2 5.20 2 LIVIA_ETS 17
3 LIVIA_ETS 89.46 3 LRDE 1.86 3 SPM12_T1_F* 5.21 3 LRDE 17
4 CU_DL2 89.46 4 TailHot 1.88 4 MSL-SKKU 5.54 4 CU_DL 20
5 WTA 89.40 5 CU_DL2 1.93 5 AOC 5.72 5 CU_DL2 23
6 CU_DL 89.39 6 CU_DL 1.93 6 Narsil 5.78 6 TailHot 23
7 LRDE 89.29 7 FBI/LMB Freiburg 1.95 7 LRDE 5.83 7 MSL-SKKU 26
8 MSL-SKKU 89.00 8 WTA 2.00 8 CU_DL 5.84 8 AOC 33
9 MDGRU 88.98 9 MDGRU 2.02 9 PyraMiD-LSTM2 5.93 9 THUity 36
10 FBI/LMB Freiburg 88.86 10 UNC-IDEA 2.06 10 vicorob UdG T1_F 5.94 10 PyraMiD-LSTM2 38
11 UNC-IDEA 88.68 11 ISI-Neonatology 2.07 11 SPM12_T1* 5.99 11 FBI/LMB Freiburg 38
12 AOC 88.68 12 PyraMiD-LSTM2 2.07 12 BIGR2 6.02 12 WTA 39
13 ISI-Neonatology 88.66 13 IDSIA 2.08 13 LIVIA_ETS 6.03 13 UNC-IDEA 41
14 BCH_CRL_IMAGINE 88.63 14 MSL-SKKU 2.11 14 CU_DL2 6.05 14 ISI-Neonatology 48
15 UB VPML Med 88.61 15 MNAB2 2.12 15 VBM12 6.06 15 BIGR2 53
16 THUity 88.59 16 AOC 2.19 16 vicorob UdG T1 6.21 16 MDGRU 53
17 PyraMiD-LSTM2 88.53 17 BCH_CRL_IMAGINE 2.23 17 TailHot 6.28 17 VBM12 59
18 STH 88.45 18 UofL BioImaging 2.24 18 SPM12_T1_IR* 6.34 18 IDSIA 60
19 BIGR2 88.42 19 THUity 2.28 19 SJCE 6.43 19 vicorob UdG T1_F 67
20 IDSIA 88.33 20 VBM12 2.32 20 UNC-IDEA 6.46 20 KSOM GHMF 69
21 MNAB2 88.04 21 STH 2.34 21 FBI/LMB Freiburg 6.47 21 UB VPML Med 71
22 CVSS 88.00 22 BIGR2 2.36 22 KSOM GHMF 6.59 22 MNAB2 72
23 KSOM GHMF 87.96 23 CMIV 2.43 23 CSIM-lab_Mqe-MMRF 6.92 23 STH 73
24 VBM12 87.95 24 KSOM GHMF 2.49 24 ISI-Neonatology 6.96 24 SPM12_T1_F* 75
25 MNAB 87.95 25 MNAB 2.65 25 drai 6.99 25 BCH_CRL_IMAGINE 75
26 UofL BioImaging 87.88 26 KM-MRF-MAS 2.70 26 WTA 7.02 26 Narsil 77
27 CMIV 87.71 27 UB VPML Med 2.72 27 IDSIA 7.05 27 vicorob UdG T1 79
28 vicorob UdG T1_F 87.34 28 CVSS 2.86 28 Robarts 7.06 28 CVSS 81
29 VIBOT10 M-T1+F 87.32 29 vicorob UdG T1_F 2.88 29 UB VPML Med 7.13 29 CMIV 83
30 bigr_neuro 87.31 30 mlmi2014ss 2.89 30 FreeSurfer* 7.18 30 UofL BioImaging 85
31 Narsil 87.10 31 vicorob UdG T1 2.91 31 CVSS 7.20 31 SPM12_T1* 87
32 vicorob UdG T1 87.06 32 LUH-TNT 2.96 32 bigr_neuro 7.31 32 MNAB 87
33 SJCE 86.83 33 SPM12_T1_F* 3.00 33 CMIV 7.34 33 bigr_neuro 96
34 CSIM-lab_Mqe-MMRF 86.76 34 bigr_neuro 3.01 34 STH 7.67 34 CSIM-lab_Mqe-MMRF 98
35 KM-MRF-MAS 86.73 35 SPM12_T1* 3.06 35 MDGRU 7.69 35 SJCE 100
36 LUH-TNT 86.47 36 FreeSurfer* 3.06 36 MNAB2 7.74 36 Robarts 103
37 S2_QM2 86.34 37 Robarts 3.06 37 MNAB 7.75 37 KM-MRF-MAS 103
38 Robarts 86.15 38 drai 3.23 38 S2_QM2 7.91 38 SPM12_T1_IR* 107
39 SPM12_T1_F* 86.03 39 S2_QM2 3.29 39 VIBOT10 M-T1+F 8.01 39 FreeSurfer* 108
40 FSL-Seg* 85.98 40 Narsil 3.31 40 SPM12_T1_IR_F* 8.40 40 drai 113
41 SPM12_T1* 85.58 41 CSIM-lab_Mqe-MMRF 3.33 41 UofL BioImaging 8.74 41 S2_QM2 114
42 FreeSurfer* 85.25 42 SPM12_T1_IR* 3.60 42 KM-MRF-MAS 9.19 42 LUH-TNT 116
43 CSIM-Lab 85.24 43 CSIM-Lab 3.65 43 FSL-Seg* 11.47 43 VIBOT10 M-T1+F 119
44 FSL-PVSeg* 84.84 44 FSL-Seg* 3.65 44 BCH_CRL_IMAGINE 12.38 44 mlmi2014ss 126
45 S2_QM 83.86 45 SPM12_T1_IR_F* 3.84 45 Jedi Mind Meld 13.66 45 FSL-Seg* 127
46 SPM12_T1_IR_F* 83.64 46 FSL-PVSeg* 3.85 46 ISTB UniBe 13.71 46 SPM12_T1_IR_F* 131
47 SPM12_T1_IR* 83.54 47 ISTB UniBe 3.98 47 mlmi2014ss 14.00 47 CSIM-Lab 136
48 ISTB UniBe 82.50 48 SJCE 4.29 48 LUH-TNT 14.20 48 ISTB UniBe 141
49 mlmi2014ss 81.98 49 Jedi Mind Meld 4.52 49 LNMBrains 15.34 49 FSL-PVSeg* 141
50 drai 80.75 50 S2_QM 4.94 50 CSIM-Lab 17.39 50 Jedi Mind Meld 145
51 Jedi Mind Meld 80.64 51 VIBOT10 M-T1+F 6.63 51 FSL-PVSeg* 19.69 51 S2_QM 147
52 LNMBrains 78.32 52 LNMBrains 6.77 52 S2_QM 24.79 52 LNMBrains 153
53 ECOESH 75.82 53 ECOESH 38.46 53 ECOESH 25.27 53 ECOESH 159

Cerebrospinal Fluid Segmentation Results

Rank DC Rank HD Rank AVD CSF Score
1 TailHot 84.86 1 TailHot 2.03 1 WTA2 6.20 1 TailHot 6
2 CU_DL2 84.25 2 IDSIA 2.14 2 AOC 6.51 2 IDSIA 15
3 MDGRU 84.13 3 MDGRU 2.17 3 STH 6.73 3 MDGRU 19
4 CU_DL 83.96 4 CU_DL2 2.19 4 TailHot 6.75 4 CU_DL2 21
5 MSL-SKKU 83.76 5 FBI/LMB Freiburg 2.22 5 MSL-SKKU 6.77 5 MSL-SKKU 22
6 IDSIA 83.72 6 LIVIA_ETS 2.26 6 VBM12 6.80 6 LIVIA_ETS 26
7 FBI/LMB Freiburg 83.47 7 MNAB2 2.27 7 IDSIA 7.09 7 CU_DL 27
8 LIVIA_ETS 83.42 8 LRDE 2.28 8 BCH_CRL_IMAGINE 7.12 8 WTA2 27
9 BCH_CRL_IMAGINE 83.26 9 CU_DL 2.28 9 PyraMiD-LSTM2 7.17 9 STH 27
10 PyraMiD-LSTM2 83.05 10 PyraMiD-LSTM2 2.30 10 vicorob UdG T1 7.17 10 PyraMiD-LSTM2 29
11 UNC-IDEA 82.81 11 STH 2.31 11 vicorob UdG T1_F 7.21 11 FBI/LMB Freiburg 30
12 WTA2 82.77 12 MSL-SKKU 2.32 12 LIVIA_ETS 7.31 12 MNAB2 41
13 STH 82.77 13 UNC-IDEA 2.35 13 MDGRU 7.44 13 AOC 42
14 LRDE 82.44 14 WTA2 2.41 14 CU_DL 7.44 14 LRDE 42
15 MNAB2 82.30 15 ISI-Neonatology 2.65 15 CU_DL2 7.69 15 BCH_CRL_IMAGINE 48
16 KSOM GHMF 82.10 16 Robarts 2.66 16 drai 8.14 16 UNC-IDEA 50
17 ISI-Neonatology 81.08 17 UofL BioImaging 2.66 17 THUity 8.26 17 vicorob UdG T1 51
18 THUity 80.69 18 KSOM GHMF 2.71 18 FBI/LMB Freiburg 8.63 18 vicorob UdG T1_F 52
19 AOC 80.46 19 vicorob UdG T1_F 2.81 19 MNAB2 8.73 19 ISI-Neonatology 55
20 Robarts 80.28 20 vicorob UdG T1 2.81 20 LRDE 9.03 20 UofL BioImaging 63
21 vicorob UdG T1 80.18 21 AOC 2.84 21 S2_QM2 9.36 21 VBM12 64
22 vicorob UdG T1_F 80.17 22 VIBOT10 M-T1+F 2.98 22 UofL BioImaging 9.68 22 KSOM GHMF 65
23 VIBOT10 M-T1+F 79.73 23 CMIV 3.00 23 ISI-Neonatology 9.77 23 THUity 72
24 UofL BioImaging 78.86 24 VBM12 3.03 24 SPM12_T1_F* 10.07 24 S2_QM2 75
25 CMIV 78.57 25 S2_QM2 3.05 25 SPM12_T1_IR* 10.47 25 Robarts 80
26 BIGR2 78.31 26 KM-MRF-MAS 3.08 26 UNC-IDEA 10.52 26 CMIV 82
27 SPM12_T1_IR* 78.25 27 bigr_neuro 3.15 27 FSL-PVSeg* 10.69 27 drai 82
28 bigr_neuro 78.16 28 drai 3.17 28 KM-MRF-MAS 10.95 28 VIBOT10 M-T1+F 83
29 S2_QM2 77.97 29 BIGR2 3.19 29 FSL-Seg* 11.83 29 KM-MRF-MAS 85
30 WTA 77.77 30 CVSS 3.25 30 SPM12_T1_IR_F* 12.21 30 SPM12_T1_IR* 90
31 KM-MRF-MAS 76.97 31 BCH_CRL_IMAGINE 3.28 31 KSOM GHMF 12.78 31 bigr_neuro 94
32 SPM12_T1_IR_F* 76.87 32 FSL-Seg* 3.41 32 CSIM-Lab 13.31 32 BIGR2 101
33 UB VPML Med 74.82 33 FSL-PVSeg* 3.44 33 Narsil 13.54 33 FSL-PVSeg* 102
34 VBM12 74.56 34 Jedi Mind Meld 3.67 34 CMIV 14.31 34 FSL-Seg* 102
35 SPM12_T1_F* 74.03 35 mlmi2014ss 3.77 35 S2_QM 14.45 35 SPM12_T1_IR_F* 102
36 Jedi Mind Meld 73.33 36 S2_QM 3.79 36 SJCE 14.99 36 SPM12_T1_F* 104
37 CVSS 72.59 37 THUity 3.89 37 CSIM-lab_Mqe-MMRF 15.97 37 CVSS 108
38 drai 70.95 38 SPM12_T1_IR* 4.01 38 VIBOT10 M-T1+F 16.06 38 Jedi Mind Meld 110
39 SPM12_T1* 70.69 39 LUH-TNT 4.07 39 bigr_neuro 16.47 39 S2_QM 117
40 mlmi2014ss 70.59 40 SPM12_T1_IR_F* 4.15 40 Jedi Mind Meld 17.60 40 WTA 122
41 FSL-Seg* 69.95 41 CSIM-lab_Mqe-MMRF 4.24 41 CVSS 17.94 41 CSIM-lab_Mqe-MMRF 123
42 FSL-PVSeg* 69.49 42 FreeSurfer* 4.31 42 LNMBrains 19.87 42 mlmi2014ss 126
43 LNMBrains 68.80 43 UB VPML Med 4.31 43 ISTB UniBe 19.89 43 UB VPML Med 126
44 MNAB 68.08 44 WTA 4.35 44 Robarts 20.36 44 SJCE 129
45 CSIM-lab_Mqe-MMRF 68.03 45 SPM12_T1_F* 4.59 45 LUH-TNT 20.40 45 CSIM-Lab 132
46 S2_QM 67.87 46 SJCE 4.78 46 BIGR2 22.76 46 Narsil 133
47 SJCE 67.67 47 MNAB 4.88 47 SPM12_T1* 23.24 47 LUH-TNT 133
48 Narsil 66.57 48 SPM12_T1* 5.34 48 WTA 24.67 48 SPM12_T1* 134
49 LUH-TNT 66.47 49 CSIM-Lab 5.44 49 MNAB 28.56 49 LNMBrains 136
50 FreeSurfer* 65.79 50 ISTB UniBe 6.94 50 UB VPML Med 31.19 50 MNAB 140
51 CSIM-Lab 59.82 51 LNMBrains 7.66 51 mlmi2014ss 33.45 51 FreeSurfer* 145
52 ISTB UniBe 54.69 52 Narsil 13.30 52 ECOESH 36.59 52 ISTB UniBe 145
53 ECOESH 51.48 53 ECOESH 18.75 53 FreeSurfer* 50.27 53 ECOESH 158

Brain (GM and WM segmentations combined) Results

Rank DC Rank HD Rank AVD Brain Score
1 TailHot 95.83 1 LIVIA_ETS 1.99 1 UB VPML Med 2.35 1 LIVIA_ETS 11
2 CU_DL2 95.74 2 LRDE 2.07 2 THUity 2.50 2 LRDE 14
3 LIVIA_ETS 95.70 3 TailHot 2.09 3 STH 2.51 3 TailHot 18
4 CU_DL 95.70 4 WTA2 2.12 4 AOC 2.52 4 WTA2 20
5 MSL-SKKU 95.67 5 ISI-Neonatology 2.18 5 CMIV 2.58 5 MSL-SKKU 26
6 LRDE 95.65 6 CU_DL 2.19 6 LRDE 2.62 6 CU_DL 27
7 ISI-Neonatology 95.65 7 CU_DL2 2.24 7 LIVIA_ETS 2.67 7 ISI-Neonatology 28
8 WTA2 95.62 8 IDSIA 2.27 8 WTA2 2.68 8 CU_DL2 28
9 WTA 95.59 9 MDGRU 2.29 9 WTA 2.73 9 STH 29
10 MDGRU 95.59 10 MSL-SKKU 2.29 10 PyraMiD-LSTM2 2.73 10 WTA 30
11 FBI/LMB Freiburg 95.40 11 FBI/LMB Freiburg 2.33 11 MSL-SKKU 2.73 11 MDGRU 34
12 BCH_CRL_IMAGINE 95.39 12 WTA 2.35 12 VBM12 2.77 12 AOC 38
13 STH 95.37 13 STH 2.38 13 S2_QM2 2.78 13 PyraMiD-LSTM2 40
14 PyraMiD-LSTM2 95.30 14 MNAB2 2.41 14 TailHot 2.79 14 THUity 46
15 IDSIA 95.29 15 UofL BioImaging 2.41 15 MDGRU 2.79 15 IDSIA 47
16 AOC 95.19 16 PyraMiD-LSTM2 2.45 16 ISI-Neonatology 2.80 16 FBI/LMB Freiburg 50
17 MNAB2 95.16 17 UNC-IDEA 2.48 17 CU_DL 2.89 17 UB VPML Med 51
18 KSOM GHMF 95.13 18 AOC 2.53 18 Narsil 2.91 18 S2_QM2 55
19 BIGR2 95.13 19 S2_QM2 2.73 19 CU_DL2 2.94 19 MNAB2 58
20 UNC-IDEA 95.05 20 BIGR2 2.74 20 FSL-Seg* 2.95 20 BCH_CRL_IMAGINE 68
21 THUity 95.02 21 KM-MRF-MAS 2.76 21 vicorob UdG T1 2.97 21 Narsil 69
22 UofL BioImaging 94.93 22 Robarts 2.78 22 vicorob UdG T1_F 2.98 22 BIGR2 69
23 S2_QM2 94.90 23 THUity 2.79 23 BCH_CRL_IMAGINE 3.06 23 CMIV 69
24 VIBOT10 M-T1+F 94.89 24 UB VPML Med 2.80 24 IDSIA 3.10 24 KSOM GHMF 70
25 Narsil 94.78 25 CVSS 2.84 25 KSOM GHMF 3.15 25 VBM12 70
26 UB VPML Med 94.59 26 Narsil 2.86 26 drai 3.20 26 UofL BioImaging 75
27 VBM12 94.50 27 KSOM GHMF 2.86 27 MNAB2 3.21 27 UNC-IDEA 77
28 CMIV 94.48 28 LUH-TNT 2.90 28 FBI/LMB Freiburg 3.22 28 vicorob UdG T1_F 86
29 MNAB 94.47 29 drai 3.05 29 SPM12_T1* 3.23 29 vicorob UdG T1 87
30 vicorob UdG T1_F 94.27 30 mlmi2014ss 3.23 30 BIGR2 3.24 30 LUH-TNT 99
31 vicorob UdG T1 94.25 31 VBM12 3.36 31 CSIM-lab_Mqe-MMRF 3.35 31 CVSS 100
32 LUH-TNT 94.17 32 FreeSurfer* 3.55 32 SPM12_T1_IR* 3.38 32 KM-MRF-MAS 102
33 CVSS 94.08 33 BCH_CRL_IMAGINE 3.64 33 Jedi Mind Meld 3.46 33 drai 103
34 bigr_neuro 93.99 34 vicorob UdG T1_F 3.73 34 FSL-PVSeg* 3.46 34 SPM12_T1* 106
35 KM-MRF-MAS 93.97 35 vicorob UdG T1 3.74 35 bigr_neuro 3.57 35 MNAB 106
36 SPM12_T1_IR* 93.93 36 CMIV 3.82 36 MNAB 3.76 36 CSIM-lab_Mqe-MMRF 107
37 SPM12_T1_F* 93.87 37 CSIM-lab_Mqe-MMRF 4.26 37 SJCE 3.79 37 FSL-Seg* 109
38 SPM12_T1* 93.85 38 ISTB UniBe 4.39 38 UofL BioImaging 3.88 38 VIBOT10 M-T1+F 109
39 CSIM-lab_Mqe-MMRF 93.66 39 SPM12_T1* 4.45 39 LUH-TNT 4.11 39 bigr_neuro 111
40 FSL-PVSeg* 93.59 40 SJCE 4.52 40 UNC-IDEA 4.21 40 SPM12_T1_IR* 111
41 SPM12_T1_IR_F* 93.59 41 MNAB 4.54 41 VIBOT10 M-T1+F 4.84 41 Robarts 117
42 SJCE 93.48 42 bigr_neuro 4.57 42 CVSS 4.91 42 SJCE 119
43 FSL-Seg* 93.30 43 SPM12_T1_IR* 4.63 43 SPM12_T1_IR_F* 5.11 43 FSL-PVSeg* 123
44 S2_QM 93.27 44 VIBOT10 M-T1+F 4.91 44 SPM12_T1_F* 5.33 44 Jedi Mind Meld 123
45 Jedi Mind Meld 93.24 45 Jedi Mind Meld 5.44 45 S2_QM 5.48 45 FreeSurfer* 126
46 Robarts 93.13 46 FSL-Seg* 5.53 46 KM-MRF-MAS 5.58 46 SPM12_T1_F* 128
47 FreeSurfer* 92.32 47 SPM12_T1_F* 5.85 47 FreeSurfer* 6.27 47 mlmi2014ss 130
48 drai 91.97 48 SPM12_T1_IR_F* 5.91 48 LNMBrains 7.37 48 SPM12_T1_IR_F* 132
49 CSIM-Lab 91.20 49 FSL-PVSeg* 6.09 49 Robarts 7.88 49 S2_QM 139
50 mlmi2014ss 90.75 50 S2_QM 6.98 50 mlmi2014ss 12.05 50 ISTB UniBe 142
51 LNMBrains 88.51 51 LNMBrains 8.56 51 CSIM-Lab 15.76 51 LNMBrains 150
52 ISTB UniBe 87.80 52 CSIM-Lab 11.24 52 ISTB UniBe 17.26 52 CSIM-Lab 152
53 ECOESH 78.24 53 ECOESH 35.99 53 ECOESH 32.06 53 ECOESH 159

Intracranial cavity (GM, WM, and CSF segmentations combined) Results

Rank DC Rank HD Rank AVD ICV Score
1 TailHot 98.17 1 MDGRU 2.37 1 UNC-IDEA 0.68 1 MDGRU 9
2 IDSIA 98.15 2 IDSIA 2.44 2 PyraMiD-LSTM2 0.69 2 IDSIA 11
3 MDGRU 98.15 3 FBI/LMB Freiburg 2.51 3 STH 0.69 3 PyraMiD-LSTM2 15
4 CU_DL2 98.10 4 Robarts 2.55 4 BCH_CRL_IMAGINE 0.75 4 UNC-IDEA 16
5 PyraMiD-LSTM2 98.04 5 UNC-IDEA 2.72 5 MDGRU 0.86 5 Robarts 19
6 CU_DL 97.99 6 CU_DL2 2.75 6 Robarts 0.91 6 FBI/LMB Freiburg 19
7 FBI/LMB Freiburg 97.99 7 TailHot 2.78 7 IDSIA 0.95 7 TailHot 19
8 MSL-SKKU 97.96 8 PyraMiD-LSTM2 2.86 8 SPM12_T1_IR* 0.99 8 CU_DL2 26
9 Robarts 97.92 9 LRDE 2.87 9 FBI/LMB Freiburg 1.06 9 STH 27
10 UNC-IDEA 97.92 10 STH 2.92 10 SPM12_T1_IR_F* 1.17 10 MSL-SKKU 42
11 BCH_CRL_IMAGINE 97.82 11 MNAB2 2.95 11 TailHot 1.23 11 LIVIA_ETS 44
12 LIVIA_ETS 97.82 12 LIVIA_ETS 2.96 12 THUity 1.38 12 LRDE 44
13 SPM12_T1_IR* 97.73 13 WTA2 3.00 13 LRDE 1.44 13 CU_DL 45
14 STH 97.72 14 CU_DL 3.17 14 SPM12_T1_F* 1.46 14 MNAB2 50
15 SPM12_T1_IR_F* 97.71 15 KSOM GHMF 3.23 15 MSL-SKKU 1.46 15 vicorob UdG T1 55
16 MNAB2 97.66 16 UofL BioImaging 3.43 16 CU_DL2 1.54 16 SPM12_T1_IR* 57
17 vicorob UdG T1 97.65 17 AOC 3.53 17 vicorob UdG T1 1.62 17 vicorob UdG T1_F 60
18 vicorob UdG T1_F 97.64 18 S2_QM2 3.72 18 VIBOT10 M-T1+F 1.64 18 AOC 61
19 VIBOT10 M-T1+F 97.63 19 MSL-SKKU 3.75 19 vicorob UdG T1_F 1.65 19 VIBOT10 M-T1+F 61
20 WTA2 97.61 20 CMIV 3.76 20 LIVIA_ETS 1.67 20 WTA2 61
21 KSOM GHMF 97.56 21 vicorob UdG T1 3.85 21 AOC 1.73 21 KSOM GHMF 63
22 LRDE 97.53 22 drai 3.89 22 ISI-Neonatology 1.74 22 BCH_CRL_IMAGINE 64
23 AOC 97.22 23 vicorob UdG T1_F 3.90 23 MNAB2 1.77 23 UofL BioImaging 66
24 ISI-Neonatology 96.92 24 VIBOT10 M-T1+F 3.91 24 UofL BioImaging 1.81 24 SPM12_T1_IR_F* 70
25 CMIV 96.79 25 BIGR2 3.93 25 CU_DL 1.83 25 ISI-Neonatology 73
26 UofL BioImaging 96.71 26 bigr_neuro 3.93 26 drai 1.85 26 S2_QM2 77
27 THUity 96.69 27 ISI-Neonatology 4.29 27 KSOM GHMF 1.95 27 drai 81
28 SPM12_T1_F* 96.59 28 CVSS 4.87 28 WTA2 1.98 28 CMIV 84
29 S2_QM2 96.44 29 VBM12 4.89 29 VBM12 2.37 29 SPM12_T1_F* 86
30 bigr_neuro 96.33 30 KM-MRF-MAS 5.08 30 S2_QM2 2.38 30 THUity 87
31 KM-MRF-MAS 96.10 31 FSL-PVSeg* 5.29 31 CVSS 2.55 31 bigr_neuro 91
32 BIGR2 96.00 32 FSL-Seg* 5.29 32 KM-MRF-MAS 2.99 32 VBM12 92
33 drai 95.99 33 WTA 5.32 33 FSL-PVSeg* 3.37 33 KM-MRF-MAS 93
34 VBM12 95.95 34 CSIM-lab_Mqe-MMRF 6.09 34 FSL-Seg* 3.37 34 BIGR2 97
35 mlmi2014ss 95.84 35 S2_QM 6.49 35 bigr_neuro 3.46 35 CVSS 98
36 WTA 95.34 36 SPM12_T1_IR* 6.51 36 mlmi2014ss 3.60 36 FSL-PVSeg* 106
37 SPM12_T1* 95.28 37 FreeSurfer* 6.62 37 Narsil 3.69 37 FSL-Seg* 107
38 UB VPML Med 94.83 38 UB VPML Med 6.63 38 S2_QM 4.01 38 WTA 114
39 CVSS 94.62 39 LUH-TNT 6.85 39 CMIV 4.87 39 S2_QM 117
40 Jedi Mind Meld 94.26 40 MNAB 7.06 40 BIGR2 5.18 40 mlmi2014ss 117
41 FSL-Seg* 94.24 41 SJCE 7.31 41 SPM12_T1* 5.53 41 CSIM-lab_Mqe-MMRF 119
42 FSL-PVSeg* 94.24 42 CSIM-Lab 8.09 42 CSIM-lab_Mqe-MMRF 6.47 42 SPM12_T1* 121
43 CSIM-lab_Mqe-MMRF 94.03 43 SPM12_T1* 8.09 43 SJCE 6.77 43 UB VPML Med 122
44 S2_QM 93.71 44 SPM12_T1_F* 8.21 44 Jedi Mind Meld 6.82 44 SJCE 129
45 SJCE 93.66 45 SPM12_T1_IR_F* 8.23 45 WTA 6.86 45 LUH-TNT 133
46 LUH-TNT 93.18 46 mlmi2014ss 8.69 46 UB VPML Med 7.67 46 Jedi Mind Meld 134
47 MNAB 92.52 47 ISTB UniBe 9.84 47 LNMBrains 7.88 47 MNAB 136
48 Narsil 92.49 48 THUity 10.42 48 LUH-TNT 9.14 48 FreeSurfer* 137
49 FreeSurfer* 92.39 49 BCH_CRL_IMAGINE 11.34 49 MNAB 9.71 49 Narsil 138
50 CSIM-Lab 92.34 50 Jedi Mind Meld 20.34 50 CSIM-Lab 10.06 50 CSIM-Lab 142
51 LNMBrains 89.17 51 LNMBrains 20.36 51 FreeSurfer* 10.19 51 LNMBrains 149
52 ISTB UniBe 88.53 52 ECOESH 21.43 52 ISTB UniBe 17.52 52 ISTB UniBe 151
53 ECOESH 78.14 53 Narsil 23.65 53 ECOESH 30.13 53 ECOESH 158

DC = Dice Coefficient, HD = 95th percentile of Hausdorff Distance, AVD = Absolute Volume Difference
Score = Rank DC + Rank HD + Rank AVD





© 2013 Image Sciences Institute.