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MICCAI-BRATS 2015
Brain tumor image data used in this article were obtained from the MICCAI 2013 Challenge on Multimodal Brain Tumor Segmentation. The challenge database contain fully anonymized images from the Cancer Imaging Archive.
The outcome of the BRATS2012 and BRATS2013 challenges has been summarized in the following publication. Authors using the BRATS dataset are kindly requested to cite this work:
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You need to log in to download the testing data!
You need to log in to download the training ground truth data!
All images are stored as signed 16-bit integers, but only positive values are used. The manual segmentations (Truth) of the patient images have the following four different labels:
1 for necrosis 2 for edema 3 for non-enhancing tumor 4 for enhancing tumor 0 for everything else
here are 3 requirements for the successfull upload and validation of your segmentation:
replace the ### with the ID of the corresponding Flair MR images. This allows the system to relate your segmentation to the correct training truth. Download an example list for the training data and testing data.
Filename: VSD.Brain.XX.O.MR_Flair.40819.mha The VSD-Id would be 40819 Filename of your segmentation: VSD.Seg_HG_001.40819.mha
Filename: VSD.Brain.XX.O.MR_Flair.35529.mha The VSD-Id would be 35529 Filename of your segmentation: VSD.Seg_LG_011.35529.mha
The evaluation is done for 3 different tumor sub-compartements:
Testing results are a summary of single-case evaluations that can be used to benchmark approaches. Per-case results are not available to users as to minimize efforts where methods are fine-tuned to the testing dataset.
Position | Covered Cases | Dice | Positive Predictive Value | Sensitivity | Kappa | Complete tumor Rank | Tumor core Rank | Enhancing tumor Rank | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
complete | core | enhancing | complete | core | enhancing | complete | core | enhancing | ||||||
1 | 110 / 110 | 0.87 (2) | 0.75 (3) | 0.65 (8) | 0.89 (7) | 0.85 (14) | 0.63 (26) | 0.88 (35) | 0.73 (18) | 0.70 (26) | 1.00 (9) | 13.25 | 11.00 | 15.75 |
2 | 110 / 110 | 0.87 (1) | 0.76 (2) | 0.66 (5) | 0.86 (22) | 0.84 (16) | 0.64 (20) | 0.91 (5) | 0.74 (17) | 0.72 (18) | 1.00 (7) | 8.75 | 11.25 | 26.00 |
3 | 2 / 110 | 0.86 (5) | 0.72 (16) | 0.71 (1) | 0.85 (34) | 0.72 (103) | 0.69 (2) | 0.88 (38) | 0.72 (24) | 0.74 (8) | 1.00 (8) | 21.25 | 37.50 | 5.50 |
4 | 110 / 110 | 0.87 (3) | 0.74 (5) | 0.64 (11) | 0.85 (38) | 0.81 (48) | 0.61 (44) | 0.91 (7) | 0.74 (12) | 0.73 (9) | 1.00 (12) | 15.00 | 20.50 | 31.75 |
5 | 110 / 110 | 0.86 (6) | 0.75 (4) | 0.65 (7) | 0.86 (32) | 0.82 (36) | 0.65 (16) | 0.89 (15) | 0.75 (9) | 0.69 (29) | 1.00 (10) | 15.75 | 15.00 | 37.75 |
6 | 110 / 110 | 0.86 (7) | 0.74 (6) | 0.64 (9) | 0.86 (21) | 0.79 (59) | 0.61 (39) | 0.89 (19) | 0.75 (10) | 0.72 (13) | 1.00 (11) | 14.50 | 21.75 | 37.25 |
7 | 110 / 110 | 0.85 (18) | 0.73 (8) | 0.64 (16) | 0.82 (66) | 0.78 (68) | 0.60 (51) | 0.90 (9) | 0.74 (13) | 0.72 (14) | 1.00 (22) | 28.75 | 25.50 | 21.50 |
8 | 110 / 110 | 0.85 (17) | 0.72 (13) | 0.61 (43) | 0.86 (20) | 0.83 (25) | 0.66 (9) | 0.86 (49) | 0.68 (33) | 0.63 (67) | 1.00 (14) | 25.00 | 22.50 | 30.75 |
9 | 110 / 110 | 0.87 (4) | 0.73 (10) | 0.63 (28) | 0.85 (44) | 0.75 (92) | 0.62 (35) | 0.91 (8) | 0.78 (7) | 0.68 (36) | 1.00 (25) | 20.25 | 38.50 | 26.25 |
10 | 110 / 110 | 0.86 (8) | 0.72 (12) | 0.63 (19) | 0.85 (37) | 0.82 (41) | 0.63 (29) | 0.90 (13) | 0.70 (26) | 0.68 (34) | 1.00 (13) | 17.75 | 23.50 | 45.75 |
11 | 21 / 110 | 0.83 (41) | 0.79 (1) | 0.66 (4) | 0.83 (58) | 0.87 (5) | 0.65 (13) | 0.84 (73) | 0.73 (20) | 0.71 (23) | 1.00 (74) | 61.50 | 8.50 | 17.75 |
12 | 110 / 110 | 0.84 (24) | 0.71 (19) | 0.64 (13) | 0.84 (49) | 0.84 (18) | 0.65 (14) | 0.88 (22) | 0.68 (36) | 0.68 (37) | 1.00 (29) | 31.00 | 24.50 | 41.00 |
13 | 110 / 110 | 0.86 (10) | 0.68 (44) | 0.63 (21) | 0.86 (27) | 0.85 (11) | 0.59 (64) | 0.88 (26) | 0.62 (58) | 0.72 (19) | 1.00 (15) | 19.50 | 36.00 | 42.50 |
14 | 110 / 110 | 0.86 (11) | 0.70 (25) | 0.63 (18) | 0.86 (29) | 0.82 (37) | 0.59 (65) | 0.88 (24) | 0.67 (42) | 0.72 (12) | 1.00 (17) | 20.25 | 31.25 | 46.50 |
15 | 110 / 110 | 0.86 (9) | 0.68 (43) | 0.62 (33) | 0.86 (27) | 0.83 (27) | 0.60 (53) | 0.88 (25) | 0.63 (54) | 0.69 (32) | 1.00 (16) | 19.25 | 40.25 | 40.50 |
16 | 110 / 110 | 0.86 (12) | 0.69 (29) | 0.63 (17) | 0.86 (31) | 0.84 (17) | 0.59 (59) | 0.88 (27) | 0.64 (49) | 0.72 (15) | 1.00 (18) | 22.00 | 30.75 | 48.25 |
17 | 110 / 110 | 0.84 (25) | 0.73 (9) | 0.63 (23) | 0.85 (46) | 0.80 (56) | 0.59 (60) | 0.88 (34) | 0.72 (23) | 0.72 (17) | 1.00 (30) | 33.75 | 26.00 | 41.25 |
18 | 110 / 110 | 0.86 (13) | 0.74 (7) | 0.62 (35) | 0.86 (23) | 0.80 (51) | 0.63 (27) | 0.88 (32) | 0.72 (22) | 0.67 (48) | 1.00 (23) | 22.75 | 23.50 | 57.25 |
19 | 36 / 110 | 0.77 (79) | 0.64 (59) | 0.67 (2) | 0.74 (97) | 0.84 (15) | 0.64 (17) | 0.86 (50) | 0.59 (72) | 0.77 (3) | 1.02 (1) | 56.75 | 36.75 | 11.00 |
20 | 110 / 110 | 0.85 (22) | 0.72 (15) | 0.63 (22) | 0.82 (67) | 0.77 (77) | 0.62 (31) | 0.91 (6) | 0.73 (21) | 0.68 (41) | 1.00 (28) | 30.75 | 36.75 | 39.00 |
21 | 110 / 110 | 0.85 (21) | 0.71 (21) | 0.60 (45) | 0.83 (57) | 0.82 (33) | 0.56 (81) | 0.89 (17) | 0.67 (39) | 0.73 (11) | 1.00 (41) | 34.00 | 32.25 | 46.25 |
22 | 110 / 110 | 0.85 (14) | 0.71 (23) | 0.61 (42) | 0.86 (25) | 0.81 (49) | 0.54 (85) | 0.88 (28) | 0.73 (19) | 0.76 (5) | 1.00 (21) | 22.00 | 39.00 | 52.00 |
23 | 110 / 110 | 0.85 (19) | 0.68 (45) | 0.63 (24) | 0.86 (26) | 0.85 (13) | 0.59 (63) | 0.87 (41) | 0.61 (61) | 0.71 (20) | 1.00 (19) | 26.25 | 37.75 | 49.25 |
24 | 72 / 110 | 0.85 (16) | 0.69 (31) | 0.64 (10) | 0.90 (3) | 0.79 (62) | 0.71 (1) | 0.83 (84) | 0.68 (34) | 0.66 (54) | 1.00 (69) | 43.00 | 51.25 | 20.25 |
25 | 53 / 110 | 0.83 (44) | 0.72 (14) | 0.60 (49) | 0.80 (76) | 0.76 (86) | 0.67 (6) | 0.90 (10) | 0.75 (11) | 0.62 (71) | 1.00 (66) | 49.00 | 32.75 | 33.75 |
26 | 110 / 110 | 0.83 (42) | 0.68 (36) | 0.62 (38) | 0.85 (35) | 0.83 (24) | 0.61 (37) | 0.83 (77) | 0.63 (53) | 0.67 (44) | 1.00 (36) | 47.50 | 37.00 | 31.50 |
27 | 110 / 110 | 0.85 (15) | 0.68 (47) | 0.62 (29) | 0.87 (16) | 0.87 (6) | 0.65 (15) | 0.87 (46) | 0.61 (64) | 0.67 (51) | 1.00 (20) | 24.25 | 39.25 | 53.75 |
28 | 110 / 110 | 0.84 (32) | 0.72 (11) | 0.61 (44) | 0.83 (62) | 0.78 (75) | 0.60 (50) | 0.88 (23) | 0.74 (15) | 0.67 (43) | 1.00 (43) | 40.00 | 31.75 | 45.75 |
29 | 110 / 110 | 0.85 (20) | 0.68 (39) | 0.61 (39) | 0.86 (24) | 0.85 (12) | 0.59 (66) | 0.86 (52) | 0.62 (60) | 0.70 (25) | 1.00 (31) | 31.75 | 36.00 | 50.00 |
30 | 110 / 110 | 0.84 (31) | 0.69 (33) | 0.63 (27) | 0.86 (30) | 0.82 (32) | 0.60 (52) | 0.85 (61) | 0.64 (48) | 0.70 (28) | 1.00 (34) | 39.00 | 35.50 | 49.00 |
31 | 36 / 110 | 0.78 (78) | 0.61 (75) | 0.65 (6) | 0.73 (100) | 0.82 (30) | 0.61 (47) | 0.87 (44) | 0.56 (83) | 0.77 (2) | 1.02 (2) | 56.00 | 47.50 | 21.00 |
32 | 110 / 110 | 0.85 (23) | 0.70 (28) | 0.59 (56) | 0.84 (51) | 0.80 (52) | 0.61 (45) | 0.88 (31) | 0.68 (38) | 0.64 (63) | 1.00 (26) | 32.75 | 39.25 | 52.75 |
33 | 110 / 110 | 0.84 (30) | 0.72 (17) | 0.60 (52) | 0.83 (61) | 0.82 (29) | 0.59 (70) | 0.87 (39) | 0.68 (37) | 0.68 (39) | 1.00 (37) | 41.75 | 26.25 | 58.00 |
34 | 110 / 110 | 0.81 (55) | 0.71 (18) | 0.62 (30) | 0.81 (73) | 0.78 (71) | 0.62 (32) | 0.85 (62) | 0.71 (25) | 0.68 (42) | 1.00 (51) | 60.25 | 33.00 | 36.50 |
35 | 110 / 110 | 0.84 (28) | 0.71 (20) | 0.59 (59) | 0.84 (48) | 0.74 (94) | 0.53 (89) | 0.87 (45) | 0.75 (8) | 0.72 (16) | 1.00 (27) | 37.00 | 41.00 | 53.75 |
36 | 110 / 110 | 0.83 (37) | 0.70 (27) | 0.62 (36) | 0.84 (55) | 0.79 (64) | 0.59 (61) | 0.86 (51) | 0.68 (35) | 0.69 (30) | 1.00 (38) | 45.25 | 38.25 | 48.50 |
37 | 110 / 110 | 0.84 (33) | 0.68 (40) | 0.63 (26) | 0.85 (43) | 0.82 (31) | 0.61 (41) | 0.86 (59) | 0.63 (51) | 0.68 (38) | 1.00 (33) | 42.00 | 40.75 | 52.00 |
38 | 110 / 110 | 0.84 (27) | 0.65 (57) | 0.62 (32) | 0.87 (13) | 0.88 (3) | 0.62 (34) | 0.84 (74) | 0.57 (78) | 0.67 (47) | 1.00 (24) | 34.50 | 47.75 | 54.50 |
39 | 110 / 110 | 0.84 (29) | 0.70 (24) | 0.62 (37) | 0.83 (59) | 0.78 (69) | 0.60 (49) | 0.88 (29) | 0.69 (31) | 0.67 (46) | 1.00 (40) | 39.25 | 40.50 | 59.00 |
40 | 107 / 110 | 0.83 (40) | 0.68 (37) | 0.63 (25) | 0.80 (75) | 0.83 (23) | 0.61 (42) | 0.90 (14) | 0.62 (59) | 0.71 (22) | 1.00 (60) | 47.25 | 41.75 | 49.75 |
41 | 110 / 110 | 0.81 (60) | 0.69 (30) | 0.60 (50) | 0.73 (102) | 0.78 (70) | 0.58 (75) | 0.95 (1) | 0.67 (40) | 0.68 (40) | 1.00 (70) | 58.25 | 42.50 | 43.25 |
42 | 110 / 110 | 0.82 (48) | 0.68 (42) | 0.61 (41) | 0.84 (52) | 0.82 (39) | 0.64 (23) | 0.83 (78) | 0.63 (55) | 0.64 (61) | 1.00 (48) | 56.50 | 45.50 | 42.50 |
43 | 109 / 110 | 0.83 (38) | 0.70 (26) | 0.60 (51) | 0.85 (36) | 0.78 (66) | 0.61 (40) | 0.85 (71) | 0.69 (30) | 0.63 (64) | 1.00 (42) | 46.75 | 41.50 | 58.00 |
44 | 110 / 110 | 0.80 (67) | 0.69 (35) | 0.62 (31) | 0.85 (42) | 0.78 (65) | 0.62 (33) | 0.80 (101) | 0.67 (41) | 0.66 (52) | 1.00 (45) | 63.75 | 41.25 | 45.00 |
45 | 110 / 110 | 0.83 (45) | 0.68 (38) | 0.60 (46) | 0.81 (72) | 0.83 (28) | 0.62 (36) | 0.89 (16) | 0.64 (50) | 0.64 (60) | 1.00 (99) | 58.00 | 34.75 | 58.50 |
46 | 110 / 110 | 0.81 (57) | 0.68 (41) | 0.61 (40) | 0.82 (63) | 0.79 (60) | 0.60 (54) | 0.83 (83) | 0.65 (43) | 0.69 (31) | 1.00 (49) | 63.00 | 46.75 | 42.00 |
47 | 109 / 110 | 0.79 (72) | 0.63 (70) | 0.58 (65) | 0.74 (95) | 0.71 (106) | 0.54 (86) | 0.90 (11) | 0.62 (57) | 0.68 (33) | 1.01 (5) | 45.75 | 59.00 | 49.00 |
48 | 110 / 110 | 0.82 (47) | 0.66 (55) | 0.60 (47) | 0.88 (11) | 0.84 (19) | 0.64 (22) | 0.81 (95) | 0.60 (67) | 0.62 (70) | 1.00 (50) | 50.75 | 51.00 | 58.25 |
49 | 110 / 110 | 0.84 (26) | 0.63 (66) | 0.57 (69) | 0.87 (17) | 0.82 (38) | 0.65 (12) | 0.84 (72) | 0.57 (79) | 0.55 (92) | 1.00 (35) | 37.50 | 58.50 | 67.25 |
50 | 97 / 110 | 0.83 (39) | 0.66 (54) | 0.55 (76) | 0.88 (12) | 0.83 (22) | 0.67 (7) | 0.81 (91) | 0.59 (73) | 0.52 (105) | 1.00 (63) | 51.25 | 54.50 | 60.25 |
51 | 110 / 110 | 0.81 (54) | 0.69 (34) | 0.59 (57) | 0.80 (78) | 0.74 (96) | 0.58 (72) | 0.87 (43) | 0.70 (28) | 0.67 (50) | 1.00 (55) | 57.50 | 54.00 | 57.00 |
52 | 110 / 110 | 0.83 (43) | 0.67 (49) | 0.60 (53) | 0.84 (56) | 0.72 (101) | 0.63 (24) | 0.85 (65) | 0.69 (32) | 0.61 (73) | 1.00 (47) | 52.75 | 62.00 | 54.50 |
53 | 110 / 110 | 0.82 (51) | 0.66 (53) | 0.58 (63) | 0.85 (41) | 0.82 (42) | 0.61 (46) | 0.82 (88) | 0.60 (65) | 0.63 (68) | 1.00 (52) | 58.00 | 53.00 | 61.50 |
54 | 110 / 110 | 0.82 (49) | 0.65 (56) | 0.60 (48) | 0.85 (47) | 0.81 (47) | 0.59 (67) | 0.82 (86) | 0.59 (69) | 0.67 (45) | 1.00 (44) | 56.50 | 55.25 | 63.25 |
55 | 110 / 110 | 0.84 (34) | 0.68 (46) | 0.54 (79) | 0.82 (69) | 0.74 (95) | 0.51 (95) | 0.89 (21) | 0.69 (29) | 0.65 (57) | 1.00 (57) | 45.25 | 54.25 | 77.25 |
56 | 53 / 110 | 0.81 (56) | 0.63 (67) | 0.58 (67) | 0.88 (8) | 0.90 (2) | 0.66 (11) | 0.79 (106) | 0.54 (90) | 0.59 (76) | 1.00 (56) | 56.50 | 55.00 | 66.25 |
57 | 53 / 110 | 0.80 (68) | 0.69 (32) | 0.59 (58) | 0.76 (91) | 0.71 (107) | 0.66 (10) | 0.88 (36) | 0.74 (14) | 0.58 (80) | 1.00 (79) | 68.50 | 53.00 | 57.25 |
58 | 110 / 110 | 0.82 (50) | 0.67 (50) | 0.58 (62) | 0.78 (84) | 0.76 (88) | 0.59 (62) | 0.89 (20) | 0.65 (45) | 0.64 (62) | 1.00 (67) | 55.25 | 59.75 | 65.25 |
59 | 110 / 110 | 0.80 (61) | 0.64 (62) | 0.60 (55) | 0.85 (45) | 0.85 (10) | 0.64 (18) | 0.81 (94) | 0.57 (81) | 0.60 (75) | 1.00 (58) | 64.50 | 50.75 | 67.50 |
60 | 37 / 110 | 0.74 (98) | 0.63 (68) | 0.67 (3) | 0.69 (112) | 0.80 (50) | 0.63 (28) | 0.86 (55) | 0.59 (70) | 0.77 (4) | 0.99 (118) | 95.75 | 72.25 | 15.00 |
61 | 110 / 110 | 0.80 (62) | 0.62 (73) | 0.59 (60) | 0.83 (60) | 0.82 (34) | 0.57 (79) | 0.80 (98) | 0.55 (87) | 0.66 (53) | 1.00 (54) | 68.50 | 65.50 | 50.50 |
62 | 110 / 110 | 0.82 (53) | 0.65 (58) | 0.56 (74) | 0.85 (33) | 0.80 (54) | 0.64 (19) | 0.82 (87) | 0.61 (63) | 0.57 (88) | 1.00 (61) | 58.50 | 57.50 | 69.00 |
63 | 110 / 110 | 0.83 (46) | 0.68 (48) | 0.57 (71) | 0.80 (79) | 0.78 (72) | 0.57 (77) | 0.90 (12) | 0.65 (44) | 0.61 (72) | 1.00 (53) | 47.50 | 56.50 | 81.75 |
64 | 110 / 110 | 0.83 (35) | 0.48 (111) | 0.62 (34) | 0.84 (53) | 0.88 (4) | 0.63 (25) | 0.86 (56) | 0.38 (124) | 0.66 (56) | 1.00 (46) | 47.50 | 81.25 | 59.00 |
65 | 110 / 110 | 0.80 (64) | 0.62 (71) | 0.56 (73) | 0.89 (5) | 0.86 (9) | 0.69 (3) | 0.76 (112) | 0.55 (89) | 0.52 (103) | 1.00 (59) | 60.00 | 56.50 | 75.50 |
66 | 53 / 110 | 0.82 (52) | 0.71 (22) | 0.33 (117) | 0.79 (82) | 0.76 (90) | 0.26 (119) | 0.88 (30) | 0.80 (5) | 0.67 (49) | 1.00 (72) | 59.00 | 52.25 | 81.50 |
67 | 38 / 110 | 0.76 (86) | 0.60 (77) | 0.64 (14) | 0.73 (103) | 0.80 (53) | 0.61 (43) | 0.85 (70) | 0.56 (85) | 0.73 (10) | 1.00 (108) | 91.75 | 80.25 | 23.50 |
68 | 110 / 110 | 0.81 (58) | 0.55 (101) | 0.53 (82) | 0.88 (10) | 0.86 (8) | 0.63 (30) | 0.79 (103) | 0.47 (110) | 0.55 (95) | 1.00 (32) | 50.75 | 70.75 | 76.00 |
69 | 110 / 110 | 0.83 (36) | 0.53 (107) | 0.55 (78) | 0.87 (18) | 0.82 (35) | 0.61 (38) | 0.83 (80) | 0.46 (112) | 0.55 (93) | 1.00 (39) | 43.25 | 84.00 | 70.50 |
70 | 110 / 110 | 0.80 (63) | 0.60 (76) | 0.58 (66) | 0.85 (40) | 0.83 (26) | 0.59 (68) | 0.81 (92) | 0.54 (91) | 0.63 (65) | 1.00 (65) | 65.00 | 66.00 | 68.25 |
71 | 38 / 110 | 0.74 (100) | 0.60 (78) | 0.64 (12) | 0.69 (111) | 0.79 (58) | 0.60 (48) | 0.85 (60) | 0.56 (86) | 0.75 (7) | 0.99 (120) | 97.75 | 82.25 | 23.75 |
72 | 110 / 110 | 0.80 (66) | 0.64 (61) | 0.53 (80) | 0.78 (86) | 0.84 (20) | 0.68 (4) | 0.87 (40) | 0.57 (80) | 0.49 (109) | 0.99 (113) | 76.25 | 55.25 | 74.75 |
73 | 110 / 110 | 0.81 (59) | 0.66 (51) | 0.57 (70) | 0.80 (80) | 0.73 (98) | 0.60 (55) | 0.85 (63) | 0.65 (46) | 0.59 (78) | 1.00 (109) | 77.75 | 62.25 | 68.75 |
74 | 108 / 110 | 0.80 (65) | 0.54 (103) | 0.55 (77) | 0.91 (2) | 0.87 (7) | 0.67 (8) | 0.74 (117) | 0.45 (115) | 0.55 (96) | 1.01 (3) | 46.75 | 90.00 | 72.50 |
75 | 110 / 110 | 0.77 (80) | 0.66 (52) | 0.60 (54) | 0.85 (39) | 0.72 (105) | 0.56 (82) | 0.78 (109) | 0.70 (27) | 0.70 (24) | 1.00 (100) | 82.00 | 74.00 | 53.50 |
76 | 110 / 110 | 0.77 (81) | 0.63 (65) | 0.56 (72) | 0.72 (107) | 0.77 (78) | 0.59 (69) | 0.88 (33) | 0.58 (76) | 0.57 (87) | 1.00 (82) | 75.75 | 71.50 | 69.50 |
77 | 37 / 110 | 0.75 (91) | 0.57 (88) | 0.63 (20) | 0.70 (109) | 0.79 (63) | 0.58 (71) | 0.85 (64) | 0.53 (95) | 0.75 (6) | 0.99 (116) | 95.00 | 89.25 | 33.00 |
78 | 110 / 110 | 0.78 (74) | 0.51 (109) | 0.58 (61) | 0.73 (99) | 0.79 (61) | 0.55 (84) | 0.89 (18) | 0.44 (117) | 0.68 (35) | 1.00 (78) | 67.25 | 93.00 | 58.00 |
79 | 110 / 110 | 0.79 (69) | 0.54 (104) | 0.50 (95) | 0.88 (9) | 0.81 (43) | 0.49 (99) | 0.75 (116) | 0.46 (111) | 0.61 (74) | 1.00 (64) | 64.50 | 84.75 | 73.00 |
80 | 53 / 110 | 0.78 (77) | 0.63 (69) | 0.53 (81) | 0.87 (15) | 0.76 (82) | 0.60 (57) | 0.74 (119) | 0.59 (74) | 0.55 (91) | 1.00 (76) | 71.75 | 74.50 | 77.75 |
81 | 37 / 110 | 0.72 (108) | 0.58 (84) | 0.64 (15) | 0.66 (115) | 0.76 (85) | 0.58 (73) | 0.86 (58) | 0.55 (88) | 0.78 (1) | 0.99 (123) | 101.00 | 93.00 | 30.75 |
82 | 110 / 110 | 0.72 (105) | 0.63 (64) | 0.57 (68) | 0.64 (122) | 0.70 (108) | 0.55 (83) | 0.88 (37) | 0.63 (56) | 0.63 (66) | 1.00 (106) | 92.50 | 74.50 | 57.75 |
83 | 109 / 110 | 0.76 (85) | 0.57 (86) | 0.49 (100) | 0.87 (14) | 0.77 (79) | 0.56 (80) | 0.72 (120) | 0.51 (101) | 0.51 (106) | 1.01 (4) | 55.75 | 100.50 | 71.75 |
84 | 101 / 110 | 0.47 (129) | 0.26 (129) | 0.51 (89) | 0.35 (132) | 0.17 (132) | 0.45 (109) | 0.83 (82) | 0.74 (16) | 0.70 (27) | 1.01 (6) | 87.25 | 70.25 | 77.75 |
85 | 110 / 110 | 0.74 (99) | 0.62 (74) | 0.56 (75) | 0.74 (96) | 0.73 (100) | 0.60 (58) | 0.80 (99) | 0.60 (66) | 0.57 (85) | 0.99 (117) | 102.75 | 81.00 | 59.50 |
86 | 86 / 110 | 0.74 (94) | 0.62 (72) | 0.50 (93) | 0.84 (54) | 0.77 (80) | 0.60 (56) | 0.72 (121) | 0.58 (75) | 0.49 (110) | 1.00 (92) | 90.25 | 75.75 | 79.00 |
87 | 57 / 110 | 0.76 (87) | 0.59 (82) | 0.51 (88) | 0.74 (94) | 0.72 (104) | 0.51 (94) | 0.85 (67) | 0.58 (77) | 0.54 (98) | 1.00 (84) | 83.00 | 90.50 | 73.25 |
88 | 110 / 110 | 0.74 (97) | 0.57 (89) | 0.53 (83) | 0.76 (90) | 0.78 (73) | 0.50 (96) | 0.77 (110) | 0.50 (104) | 0.62 (69) | 1.00 (88) | 96.25 | 85.75 | 66.25 |
89 | 53 / 110 | 0.75 (93) | 0.63 (63) | 0.47 (103) | 0.79 (83) | 0.70 (110) | 0.50 (97) | 0.76 (113) | 0.65 (47) | 0.58 (81) | 1.00 (97) | 96.50 | 73.50 | 78.50 |
90 | 110 / 110 | 0.71 (111) | 0.53 (106) | 0.58 (64) | 0.81 (70) | 0.84 (21) | 0.64 (21) | 0.71 (123) | 0.45 (113) | 0.58 (82) | 1.00 (96) | 100.00 | 80.00 | 71.00 |
91 | 109 / 110 | 0.77 (84) | 0.58 (83) | 0.52 (86) | 0.73 (101) | 0.78 (74) | 0.58 (76) | 0.85 (68) | 0.53 (92) | 0.54 (100) | 1.00 (83) | 84.00 | 82.00 | 85.25 |
92 | 98 / 110 | 0.78 (73) | 0.45 (115) | 0.50 (96) | 0.86 (19) | 0.81 (44) | 0.57 (78) | 0.75 (115) | 0.36 (126) | 0.50 (107) | 1.00 (71) | 69.50 | 94.75 | 92.00 |
93 | 53 / 110 | 0.76 (89) | 0.64 (60) | 0.50 (94) | 0.77 (89) | 0.80 (55) | 0.67 (5) | 0.81 (90) | 0.56 (82) | 0.44 (113) | 1.00 (102) | 92.50 | 83.50 | 81.00 |
94 | 110 / 110 | 0.58 (126) | 0.55 (100) | 0.52 (84) | 0.46 (129) | 0.59 (118) | 0.45 (107) | 0.94 (4) | 0.61 (62) | 0.71 (21) | 0.99 (133) | 98.00 | 97.50 | 62.25 |
95 | 110 / 110 | 0.78 (75) | 0.59 (79) | 0.45 (109) | 0.74 (98) | 0.81 (46) | 0.46 (105) | 0.86 (48) | 0.52 (97) | 0.52 (104) | 1.00 (81) | 75.50 | 73.50 | 111.25 |
96 | 110 / 110 | 0.67 (119) | 0.57 (91) | 0.51 (92) | 0.56 (126) | 0.59 (119) | 0.47 (101) | 0.94 (3) | 0.63 (52) | 0.59 (77) | 0.99 (128) | 94.00 | 93.75 | 72.75 |
97 | 110 / 110 | 0.70 (115) | 0.56 (95) | 0.52 (87) | 0.64 (119) | 0.58 (120) | 0.47 (102) | 0.83 (81) | 0.59 (68) | 0.66 (55) | 1.00 (101) | 104.00 | 93.00 | 65.50 |
98 | 110 / 110 | 0.73 (103) | 0.59 (80) | 0.51 (90) | 0.72 (105) | 0.76 (89) | 0.47 (104) | 0.80 (100) | 0.56 (84) | 0.64 (59) | 1.00 (93) | 100.25 | 82.00 | 83.25 |
99 | 53 / 110 | 0.74 (101) | 0.55 (102) | 0.49 (98) | 0.72 (104) | 0.73 (99) | 0.44 (112) | 0.82 (89) | 0.51 (102) | 0.65 (58) | 1.00 (104) | 99.50 | 99.75 | 73.50 |
100 | 60 / 110 | 0.79 (70) | 0.57 (90) | 0.40 (113) | 0.82 (65) | 0.82 (40) | 0.43 (115) | 0.79 (102) | 0.50 (106) | 0.42 (114) | 1.00 (73) | 77.50 | 82.25 | 115.00 |
101 | 81 / 110 | 0.72 (106) | 0.55 (97) | 0.52 (85) | 0.66 (117) | 0.72 (102) | 0.53 (91) | 0.86 (57) | 0.51 (99) | 0.57 (89) | 0.99 (122) | 100.50 | 101.75 | 73.75 |
102 | 109 / 110 | 0.69 (117) | 0.57 (85) | 0.45 (110) | 0.75 (92) | 0.63 (115) | 0.44 (113) | 0.67 (127) | 0.59 (71) | 0.58 (83) | 1.00 (91) | 106.75 | 88.50 | 81.25 |
103 | 2 / 110 | 0.35 (132) | 0.29 (128) | 0.00 (133) | 0.21 (136) | 0.22 (131) | 0.00 (133) | 0.95 (2) | 0.45 (114) | 0.00 (133) | 1.00 (62) | 83.00 | 94.50 | 100.25 |
104 | 53 / 110 | 0.77 (82) | 0.59 (81) | 0.49 (97) | 0.80 (77) | 0.78 (67) | 0.51 (93) | 0.79 (105) | 0.51 (103) | 0.53 (102) | 1.00 (90) | 88.50 | 97.25 | 93.75 |
105 | 64 / 110 | 0.76 (88) | 0.55 (99) | 0.49 (99) | 0.78 (87) | 0.76 (83) | 0.45 (108) | 0.79 (104) | 0.50 (105) | 0.59 (79) | 0.99 (110) | 97.25 | 97.75 | 86.50 |
106 | 110 / 110 | 0.74 (96) | 0.54 (105) | 0.51 (91) | 0.82 (68) | 0.78 (76) | 0.52 (92) | 0.76 (114) | 0.49 (107) | 0.58 (84) | 1.00 (95) | 93.25 | 101.00 | 88.00 |
107 | 110 / 110 | 0.70 (114) | 0.38 (121) | 0.38 (115) | 0.89 (4) | 0.79 (57) | 0.58 (74) | 0.63 (129) | 0.30 (128) | 0.34 (117) | 1.00 (85) | 83.00 | 98.25 | 103.50 |
108 | 106 / 110 | 0.72 (109) | 0.39 (120) | 0.40 (114) | 0.84 (50) | 0.81 (45) | 0.54 (87) | 0.69 (124) | 0.30 (127) | 0.39 (115) | 1.00 (107) | 97.50 | 96.75 | 100.00 |
109 | 52 / 110 | 0.73 (102) | 0.56 (92) | 0.47 (105) | 0.69 (110) | 0.76 (84) | 0.45 (111) | 0.85 (66) | 0.53 (93) | 0.53 (101) | 1.00 (105) | 95.75 | 91.50 | 108.00 |
110 | 53 / 110 | 0.75 (92) | 0.56 (94) | 0.00 (133) | 0.89 (6) | 0.47 (121) | 0.00 (133) | 0.68 (126) | 0.78 (6) | 0.00 (133) | 1.00 (89) | 78.25 | 86.25 | 132.00 |
111 | 52 / 110 | 0.71 (110) | 0.56 (93) | 0.47 (104) | 0.66 (116) | 0.76 (87) | 0.46 (106) | 0.86 (47) | 0.53 (96) | 0.54 (99) | 0.99 (114) | 96.75 | 94.00 | 105.75 |
112 | 53 / 110 | 0.77 (83) | 0.57 (87) | 0.46 (107) | 0.81 (71) | 0.74 (93) | 0.53 (90) | 0.78 (107) | 0.51 (100) | 0.49 (108) | 1.00 (80) | 85.25 | 104.75 | 107.50 |
113 | 1 / 110 | 0.21 (133) | 0.36 (123) | 0.00 (131) | 1.00 (1) | 0.92 (1) | 0.00 (131) | 0.12 (139) | 0.23 (132) | 0.00 (132) | 0.98 (139) | 103.00 | 88.50 | 106.50 |
114 | 52 / 110 | 0.72 (107) | 0.55 (96) | 0.46 (108) | 0.68 (114) | 0.73 (97) | 0.42 (116) | 0.86 (53) | 0.53 (94) | 0.55 (94) | 0.99 (112) | 96.50 | 97.25 | 108.50 |
115 | 52 / 110 | 0.72 (104) | 0.55 (98) | 0.47 (106) | 0.69 (113) | 0.75 (91) | 0.43 (114) | 0.86 (54) | 0.52 (98) | 0.54 (97) | 0.99 (111) | 95.50 | 97.50 | 110.75 |
116 | 110 / 110 | 0.78 (76) | 0.46 (113) | 0.00 (133) | 0.82 (64) | 0.36 (126) | 0.00 (133) | 0.78 (108) | 0.81 (3) | 0.00 (133) | 1.00 (77) | 81.25 | 93.00 | 133.75 |
117 | 108 / 110 | 0.68 (118) | 0.50 (110) | 0.48 (102) | 0.64 (120) | 0.66 (112) | 0.49 (98) | 0.81 (96) | 0.47 (109) | 0.56 (90) | 0.99 (121) | 113.75 | 104.75 | 97.00 |
118 | 110 / 110 | 0.76 (90) | 0.48 (112) | 0.00 (133) | 0.78 (85) | 0.36 (125) | 0.00 (133) | 0.77 (111) | 0.87 (2) | 0.00 (133) | 1.00 (75) | 90.25 | 92.00 | 133.25 |
119 | 110 / 110 | 0.65 (121) | 0.43 (118) | 0.44 (111) | 0.72 (106) | 0.68 (111) | 0.48 (100) | 0.65 (128) | 0.38 (123) | 0.48 (111) | 0.99 (124) | 119.75 | 114.25 | 86.25 |
120 | 67 / 110 | 0.71 (112) | 0.52 (108) | 0.48 (101) | 0.71 (108) | 0.70 (109) | 0.45 (110) | 0.74 (118) | 0.49 (108) | 0.57 (86) | 0.99 (132) | 117.50 | 114.00 | 89.00 |
121 | 110 / 110 | 0.62 (125) | 0.30 (126) | 0.34 (116) | 0.55 (127) | 0.76 (81) | 0.54 (88) | 0.85 (69) | 0.24 (130) | 0.33 (118) | 0.99 (135) | 114.00 | 116.25 | 95.00 |
122 | 110 / 110 | 0.70 (116) | 0.30 (127) | 0.23 (119) | 0.77 (88) | 0.63 (116) | 0.34 (117) | 0.68 (125) | 0.23 (131) | 0.23 (122) | 1.00 (98) | 106.75 | 120.50 | 99.00 |
123 | 53 / 110 | 0.63 (123) | 0.45 (114) | 0.43 (112) | 0.64 (123) | 0.62 (117) | 0.47 (103) | 0.71 (122) | 0.42 (121) | 0.45 (112) | 0.99 (126) | 123.50 | 116.50 | 90.75 |
124 | 110 / 110 | 0.70 (113) | 0.40 (119) | 0.00 (133) | 0.64 (121) | 0.29 (128) | 0.00 (133) | 0.84 (75) | 0.88 (1) | 0.00 (133) | 1.00 (103) | 103.00 | 95.50 | 134.00 |
125 | 16 / 110 | 0.66 (120) | 0.44 (116) | 0.05 (124) | 0.64 (124) | 0.63 (114) | 0.04 (126) | 0.87 (42) | 0.44 (116) | 0.06 (126) | 1.00 (94) | 95.00 | 109.25 | 128.75 |
126 | 110 / 110 | 0.74 (95) | 0.35 (125) | 0.16 (121) | 0.74 (93) | 0.44 (123) | 0.17 (122) | 0.81 (97) | 0.43 (119) | 0.28 (121) | 1.00 (87) | 93.00 | 122.25 | 119.25 |
127 | 110 / 110 | 0.57 (127) | 0.36 (124) | 0.21 (120) | 0.47 (128) | 0.44 (124) | 0.18 (120) | 0.84 (76) | 0.37 (125) | 0.35 (116) | 0.99 (136) | 116.75 | 124.50 | 99.00 |
128 | 110 / 110 | 0.79 (71) | 0.00 (140) | 0.00 (133) | 0.79 (81) | 0.00 (140) | 0.00 (133) | 0.82 (85) | 0.00 (140) | 0.00 (133) | 1.00 (68) | 76.25 | 134.50 | 133.25 |
129 | 1 / 110 | 0.00 (141) | 0.00 (140) | 0.00 (133) | 0.00 (141) | 0.00 (140) | 0.00 (133) | 0.00 (141) | 0.00 (140) | 0.00 (133) | 0.99 (125) | 137.00 | 106.50 | 103.50 |
130 | 15 / 110 | 0.54 (128) | 0.36 (122) | 0.28 (118) | 0.64 (118) | 0.44 (122) | 0.31 (118) | 0.56 (130) | 0.42 (120) | 0.29 (120) | 0.99 (127) | 125.75 | 124.25 | 98.75 |
131 | 21 / 110 | 0.64 (122) | 0.44 (117) | 0.14 (123) | 0.62 (125) | 0.66 (113) | 0.17 (121) | 0.83 (79) | 0.43 (118) | 0.15 (125) | 0.99 (119) | 111.25 | 116.25 | 125.25 |
132 | 5 / 110 | 0.01 (140) | 0.00 (138) | 0.00 (132) | 0.00 (140) | 0.00 (139) | 0.00 (132) | 0.81 (93) | 0.80 (4) | 0.20 (124) | 0.19 (141) | 128.50 | 105.50 | 132.00 |
133 | 4 / 110 | 0.42 (130) | 0.24 (130) | 0.14 (122) | 0.43 (131) | 0.27 (130) | 0.11 (124) | 0.42 (133) | 0.28 (129) | 0.21 (123) | 1.00 (86) | 120.00 | 119.75 | 127.50 |
134 | 110 / 110 | 0.62 (124) | 0.15 (131) | 0.02 (128) | 0.80 (74) | 0.31 (127) | 0.08 (125) | 0.55 (131) | 0.11 (135) | 0.01 (131) | 0.99 (115) | 111.00 | 129.00 | 128.00 |
135 | 110 / 110 | 0.19 (135) | 0.09 (134) | 0.04 (125) | 0.25 (135) | 0.14 (134) | 0.04 (127) | 0.16 (137) | 0.08 (136) | 0.05 (127) | 0.99 (134) | 135.25 | 132.50 | 108.50 |
136 | 110 / 110 | 0.15 (137) | 0.05 (135) | 0.03 (127) | 0.14 (137) | 0.06 (136) | 0.03 (128) | 0.16 (136) | 0.06 (137) | 0.03 (128) | 0.98 (138) | 137.00 | 135.00 | 109.75 |
137 | 110 / 110 | 0.36 (131) | 0.14 (133) | 0.03 (126) | 0.31 (133) | 0.29 (129) | 0.14 (123) | 0.50 (132) | 0.11 (134) | 0.03 (129) | 0.98 (137) | 133.25 | 129.25 | 125.50 |
138 | 101 / 110 | 0.21 (134) | 0.15 (132) | 0.00 (133) | 0.30 (134) | 0.16 (133) | 0.00 (133) | 0.19 (135) | 0.21 (133) | 0.00 (133) | 0.99 (129) | 133.00 | 131.25 | 134.25 |
139 | 101 / 110 | 0.16 (136) | 0.00 (139) | 0.00 (133) | 0.44 (130) | 0.10 (135) | 0.00 (133) | 0.12 (138) | 0.00 (139) | 0.00 (133) | 0.99 (131) | 133.75 | 133.00 | 132.50 |
140 | 110 / 110 | 0.02 (138) | 0.02 (136) | 0.02 (129) | 0.08 (138) | 0.02 (137) | 0.02 (129) | 0.03 (140) | 0.03 (138) | 0.02 (130) | 0.99 (130) | 136.50 | 132.75 | 130.25 |
141 | 22 / 110 | 0.02 (139) | 0.01 (137) | 0.00 (130) | 0.01 (139) | 0.00 (138) | 0.00 (130) | 0.41 (134) | 0.40 (122) | 0.32 (119) | 0.74 (140) | 138.00 | 134.25 | 127.25 |
Position | Covered Cases | Dice | Positive Predictive Value | Sensitivity | Kappa | Complete tumor Rank | Tumor core Rank | Enhancing tumor Rank | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
complete | core | enhancing | complete | core | enhancing | complete | core | enhancing | ||||||
1 | 1 / 274 | 1.00 (1) | 1.00 (1) | 1.00 (1) | 1.00 (1) | 1.00 (1) | 1.00 (1) | 1.00 (1) | 1.00 (1) | 1.00 (1) | 1.00 (3) | 1.50 | 1.00 | 1.50 |
2 | 2 / 274 | 0.98 (2) | 0.96 (2) | 0.97 (2) | 0.99 (3) | 1.00 (2) | 0.97 (4) | 0.97 (8) | 0.93 (10) | 0.97 (3) | 1.00 (6) | 4.75 | 4.25 | 4.00 |
3 | 51 / 274 | 0.94 (4) | 0.90 (9) | 0.88 (4) | 0.91 (22) | 0.90 (15) | 0.92 (6) | 0.98 (7) | 0.90 (12) | 0.85 (10) | 1.02 (1) | 8.50 | 10.25 | 5.25 |
4 | 1 / 274 | 0.93 (8) | 0.93 (5) | 0.94 (3) | 1.00 (2) | 1.00 (3) | 1.00 (3) | 0.87 (41) | 0.87 (14) | 0.88 (8) | 1.00 (7) | 14.50 | 6.00 | 4.75 |
5 | 274 / 274 | 0.95 (3) | 0.90 (10) | 0.82 (11) | 0.96 (8) | 0.94 (5) | 0.83 (11) | 0.93 (21) | 0.86 (16) | 0.81 (15) | 1.00 (8) | 10.00 | 8.75 | 23.75 |
6 | 1 / 274 | 0.92 (12) | 0.95 (3) | 0.82 (9) | 0.89 (32) | 0.92 (8) | 0.76 (25) | 0.95 (15) | 0.97 (6) | 0.89 (7) | 1.00 (21) | 20.00 | 6.00 | 17.50 |
7 | 274 / 274 | 0.90 (21) | 0.88 (13) | 0.80 (14) | 0.87 (36) | 0.89 (20) | 0.79 (14) | 0.94 (18) | 0.87 (15) | 0.82 (14) | 1.00 (19) | 23.50 | 13.50 | 12.00 |
8 | 1 / 274 | 0.91 (17) | 0.94 (4) | 0.81 (12) | 0.86 (37) | 0.93 (7) | 0.74 (29) | 0.95 (13) | 0.96 (8) | 0.90 (5) | 1.00 (25) | 23.00 | 7.25 | 19.25 |
9 | 274 / 274 | 0.94 (5) | 0.85 (15) | 0.76 (19) | 0.94 (12) | 0.91 (10) | 0.81 (13) | 0.93 (20) | 0.81 (24) | 0.75 (31) | 1.00 (9) | 11.50 | 15.00 | 28.25 |
10 | 274 / 274 | 0.92 (9) | 0.85 (18) | 0.76 (20) | 0.91 (24) | 0.90 (13) | 0.77 (20) | 0.94 (17) | 0.81 (21) | 0.77 (23) | 1.00 (11) | 15.25 | 16.00 | 29.75 |
11 | 1 / 274 | 0.90 (20) | 0.91 (8) | 0.77 (18) | 0.84 (42) | 0.92 (9) | 0.96 (5) | 0.97 (11) | 0.90 (11) | 0.63 (45) | 1.00 (30) | 25.75 | 13.25 | 24.00 |
12 | 274 / 274 | 0.92 (10) | 0.82 (20) | 0.75 (25) | 0.93 (16) | 0.91 (12) | 0.74 (31) | 0.91 (25) | 0.78 (28) | 0.79 (21) | 1.00 (10) | 15.25 | 19.00 | 29.25 |
13 | 1 / 274 | 0.83 (42) | 0.92 (7) | 0.87 (5) | 0.71 (56) | 0.86 (23) | 0.88 (8) | 0.99 (5) | 0.98 (4) | 0.85 (11) | 0.99 (56) | 39.75 | 14.00 | 10.50 |
14 | 14 / 274 | 0.89 (24) | 0.89 (11) | 0.81 (13) | 0.83 (44) | 0.90 (14) | 0.74 (30) | 0.95 (14) | 0.88 (13) | 0.90 (6) | 1.00 (36) | 29.50 | 15.50 | 20.25 |
15 | 274 / 274 | 0.89 (25) | 0.88 (12) | 0.78 (15) | 0.81 (50) | 0.83 (31) | 0.78 (18) | 0.99 (4) | 0.95 (9) | 0.79 (19) | 1.00 (28) | 26.75 | 15.25 | 23.25 |
16 | 274 / 274 | 0.92 (11) | 0.83 (19) | 0.76 (22) | 0.92 (20) | 0.81 (33) | 0.78 (16) | 0.92 (23) | 0.86 (17) | 0.75 (27) | 1.00 (13) | 16.75 | 22.50 | 28.25 |
17 | 1 / 274 | 0.85 (38) | 0.92 (6) | 0.83 (7) | 0.74 (54) | 0.87 (22) | 0.73 (34) | 0.98 (6) | 0.98 (3) | 0.97 (4) | 1.00 (50) | 37.00 | 12.75 | 18.00 |
18 | 274 / 274 | 0.92 (13) | 0.85 (17) | 0.76 (21) | 0.89 (30) | 0.89 (21) | 0.76 (24) | 0.95 (16) | 0.82 (20) | 0.77 (24) | 1.00 (14) | 18.25 | 18.00 | 32.00 |
19 | 274 / 274 | 0.91 (15) | 0.85 (16) | 0.75 (24) | 0.90 (26) | 0.90 (17) | 0.78 (19) | 0.92 (24) | 0.81 (22) | 0.75 (28) | 1.00 (16) | 20.25 | 17.00 | 32.75 |
20 | 274 / 274 | 0.91 (14) | 0.82 (21) | 0.76 (23) | 0.95 (10) | 0.91 (11) | 0.74 (32) | 0.88 (38) | 0.78 (27) | 0.79 (18) | 1.00 (12) | 18.50 | 18.50 | 33.50 |
21 | 3 / 274 | 0.87 (34) | 0.81 (22) | 0.83 (8) | 0.95 (11) | 0.93 (6) | 0.87 (9) | 0.80 (53) | 0.73 (37) | 0.81 (17) | 1.00 (33) | 32.75 | 26.50 | 12.75 |
22 | 54 / 274 | 0.89 (23) | 0.72 (34) | 0.74 (26) | 0.92 (19) | 0.86 (26) | 0.78 (17) | 0.87 (40) | 0.69 (45) | 0.77 (25) | 1.00 (22) | 26.00 | 30.75 | 19.25 |
23 | 3 / 274 | 0.93 (7) | 0.68 (41) | 0.67 (36) | 0.97 (6) | 0.68 (52) | 0.67 (44) | 0.91 (27) | 0.71 (43) | 0.67 (40) | 1.00 (5) | 11.25 | 36.00 | 31.00 |
24 | 274 / 274 | 0.91 (16) | 0.81 (23) | 0.73 (27) | 0.92 (18) | 0.89 (19) | 0.71 (37) | 0.89 (32) | 0.76 (34) | 0.79 (20) | 1.00 (18) | 21.00 | 23.75 | 34.00 |
25 | 220 / 274 | 0.82 (45) | 0.86 (14) | 0.84 (6) | 0.70 (57) | 0.78 (40) | 0.89 (7) | 1.00 (3) | 0.98 (5) | 0.81 (16) | 1.00 (53) | 39.50 | 19.00 | 21.00 |
26 | 247 / 274 | 0.89 (22) | 0.76 (28) | 0.72 (30) | 0.92 (21) | 0.83 (30) | 0.74 (28) | 0.89 (35) | 0.74 (35) | 0.74 (33) | 1.00 (2) | 20.00 | 30.50 | 33.50 |
27 | 16 / 274 | 0.87 (31) | 0.76 (26) | 0.72 (29) | 0.83 (46) | 0.86 (24) | 0.77 (22) | 0.92 (22) | 0.72 (40) | 0.71 (37) | 1.00 (35) | 33.50 | 28.25 | 25.50 |
28 | 7 / 274 | 0.88 (28) | 0.78 (24) | 0.78 (17) | 0.89 (31) | 0.80 (36) | 0.72 (36) | 0.88 (39) | 0.78 (29) | 0.86 (9) | 1.00 (39) | 34.25 | 33.00 | 20.75 |
29 | 274 / 274 | 0.90 (19) | 0.75 (29) | 0.73 (28) | 0.90 (25) | 0.86 (27) | 0.75 (26) | 0.90 (29) | 0.72 (41) | 0.74 (32) | 1.00 (20) | 23.25 | 30.75 | 35.75 |
30 | 19 / 274 | 0.83 (41) | 0.75 (31) | 0.82 (10) | 0.96 (7) | 0.73 (46) | 0.82 (12) | 0.74 (59) | 0.80 (26) | 0.83 (13) | 1.00 (49) | 39.00 | 38.75 | 15.25 |
31 | 2 / 274 | 0.94 (6) | 0.56 (56) | 0.57 (48) | 0.97 (5) | 0.79 (37) | 1.00 (2) | 0.90 (28) | 0.53 (60) | 0.54 (53) | 1.00 (15) | 13.50 | 52.00 | 30.50 |
32 | 274 / 274 | 0.90 (18) | 0.75 (30) | 0.68 (35) | 0.92 (17) | 0.82 (32) | 0.73 (33) | 0.89 (34) | 0.73 (36) | 0.67 (42) | 1.00 (17) | 21.50 | 32.00 | 43.25 |
33 | 186 / 274 | 0.88 (26) | 0.77 (25) | 0.68 (34) | 0.90 (28) | 0.84 (28) | 0.68 (40) | 0.89 (36) | 0.76 (32) | 0.75 (30) | 1.00 (24) | 28.50 | 30.25 | 38.75 |
34 | 274 / 274 | 0.88 (27) | 0.76 (27) | 0.70 (31) | 0.87 (34) | 0.84 (29) | 0.67 (43) | 0.90 (31) | 0.73 (38) | 0.75 (26) | 1.00 (29) | 30.25 | 30.25 | 38.25 |
35 | 30 / 274 | 0.87 (33) | 0.72 (35) | 0.65 (38) | 0.85 (39) | 0.81 (34) | 0.68 (38) | 0.90 (30) | 0.69 (44) | 0.69 (39) | 1.00 (26) | 32.00 | 35.25 | 31.75 |
36 | 274 / 274 | 0.87 (35) | 0.73 (33) | 0.68 (33) | 0.89 (33) | 0.74 (45) | 0.72 (35) | 0.86 (44) | 0.77 (30) | 0.70 (38) | 1.00 (32) | 36.00 | 36.75 | 29.75 |
37 | 25 / 274 | 0.71 (59) | 0.68 (43) | 0.78 (16) | 0.58 (63) | 0.55 (57) | 0.77 (21) | 0.97 (9) | 0.96 (7) | 0.85 (12) | 0.99 (59) | 47.50 | 40.00 | 16.25 |
38 | 274 / 274 | 0.87 (32) | 0.72 (36) | 0.69 (32) | 0.84 (43) | 0.76 (42) | 0.68 (42) | 0.91 (26) | 0.72 (39) | 0.75 (29) | 1.00 (34) | 33.75 | 37.75 | 36.25 |
39 | 274 / 274 | 0.87 (30) | 0.68 (42) | 0.61 (42) | 0.94 (13) | 0.81 (35) | 0.55 (55) | 0.83 (48) | 0.64 (54) | 0.78 (22) | 1.00 (23) | 28.50 | 42.00 | 40.75 |
40 | 39 / 274 | 0.85 (39) | 0.69 (40) | 0.64 (39) | 0.95 (9) | 0.86 (25) | 0.68 (41) | 0.77 (55) | 0.63 (56) | 0.67 (41) | 1.00 (38) | 35.25 | 40.25 | 38.50 |
41 | 12 / 274 | 0.87 (29) | 0.74 (32) | 0.56 (50) | 0.93 (15) | 0.90 (18) | 0.75 (27) | 0.82 (49) | 0.65 (51) | 0.47 (58) | 1.00 (27) | 30.00 | 33.00 | 51.00 |
42 | 1 / 274 | 0.81 (48) | 0.57 (55) | 0.66 (37) | 0.98 (4) | 0.96 (4) | 0.86 (10) | 0.68 (63) | 0.40 (64) | 0.54 (52) | 1.00 (51) | 41.50 | 44.75 | 31.00 |
43 | 6 / 274 | 0.82 (44) | 0.65 (48) | 0.63 (41) | 0.82 (47) | 0.78 (39) | 0.76 (23) | 0.83 (47) | 0.66 (49) | 0.55 (51) | 1.00 (45) | 45.75 | 42.00 | 32.50 |
44 | 24 / 274 | 0.73 (57) | 0.67 (44) | 0.61 (43) | 0.61 (61) | 0.60 (55) | 0.60 (51) | 0.97 (10) | 0.85 (18) | 0.64 (44) | 0.99 (57) | 46.25 | 37.50 | 37.00 |
45 | 20 / 274 | 0.74 (56) | 0.70 (38) | 0.63 (40) | 0.85 (38) | 0.90 (16) | 0.79 (15) | 0.74 (60) | 0.65 (52) | 0.58 (50) | 1.00 (55) | 52.25 | 37.75 | 33.75 |
46 | 162 / 274 | 0.80 (51) | 0.69 (39) | 0.60 (44) | 0.77 (52) | 0.76 (43) | 0.62 (46) | 0.86 (43) | 0.68 (46) | 0.72 (35) | 1.00 (46) | 48.00 | 40.75 | 43.00 |
47 | 30 / 274 | 0.85 (37) | 0.70 (37) | 0.56 (52) | 0.91 (23) | 0.72 (48) | 0.63 (45) | 0.81 (52) | 0.76 (33) | 0.53 (55) | 1.00 (31) | 35.75 | 41.50 | 55.00 |
48 | 267 / 274 | 0.80 (49) | 0.66 (46) | 0.58 (46) | 0.84 (40) | 0.71 (49) | 0.53 (57) | 0.79 (54) | 0.66 (48) | 0.74 (34) | 1.00 (42) | 46.25 | 47.25 | 40.25 |
49 | 274 / 274 | 0.84 (40) | 0.67 (45) | 0.55 (53) | 0.90 (29) | 0.76 (44) | 0.59 (52) | 0.82 (51) | 0.68 (47) | 0.61 (48) | 1.00 (37) | 39.25 | 45.00 | 54.50 |
50 | 274 / 274 | 0.80 (50) | 0.60 (51) | 0.57 (49) | 0.87 (35) | 0.79 (38) | 0.59 (54) | 0.77 (57) | 0.53 (59) | 0.60 (49) | 1.00 (43) | 46.25 | 49.75 | 43.50 |
51 | 24 / 274 | 0.75 (55) | 0.60 (53) | 0.48 (54) | 0.93 (14) | 0.63 (53) | 0.53 (56) | 0.65 (66) | 0.65 (53) | 0.48 (56) | 1.00 (40) | 43.75 | 50.25 | 46.50 |
52 | 46 / 274 | 0.85 (36) | 0.59 (54) | 0.58 (45) | 0.83 (45) | 0.77 (41) | 0.62 (48) | 0.89 (33) | 0.53 (61) | 0.62 (46) | 1.00 (41) | 38.75 | 51.50 | 50.25 |
53 | 273 / 274 | 0.77 (52) | 0.60 (52) | 0.57 (47) | 0.81 (49) | 0.72 (47) | 0.52 (58) | 0.77 (56) | 0.56 (58) | 0.71 (36) | 1.00 (48) | 51.25 | 51.50 | 41.00 |
54 | 29 / 274 | 0.77 (53) | 0.66 (47) | 0.43 (57) | 0.75 (53) | 0.60 (54) | 0.37 (60) | 0.85 (45) | 0.81 (25) | 0.62 (47) | 1.00 (47) | 49.50 | 45.00 | 50.50 |
55 | 273 / 274 | 0.81 (47) | 0.47 (59) | 0.00 (66) | 0.90 (27) | 0.36 (61) | 0.00 (66) | 0.76 (58) | 0.84 (19) | 0.00 (66) | 1.00 (4) | 34.00 | 50.50 | 65.50 |
56 | 253 / 274 | 0.75 (54) | 0.60 (50) | 0.56 (51) | 0.71 (55) | 0.56 (56) | 0.59 (53) | 0.88 (37) | 0.81 (23) | 0.64 (43) | 0.98 (65) | 52.75 | 49.25 | 50.25 |
57 | 1 / 274 | 0.02 (68) | 0.01 (67) | 0.01 (64) | 0.01 (68) | 0.01 (67) | 0.00 (65) | 1.00 (1) | 1.00 (1) | 1.00 (1) | 0.01 (70) | 51.75 | 51.25 | 50.00 |
58 | 112 / 274 | 0.82 (46) | 0.63 (49) | 0.47 (55) | 0.84 (41) | 0.70 (51) | 0.68 (39) | 0.82 (50) | 0.64 (55) | 0.40 (60) | 0.99 (58) | 48.75 | 54.00 | 50.75 |
59 | 2 / 274 | 0.82 (43) | 0.36 (61) | 0.33 (61) | 0.78 (51) | 0.35 (62) | 0.31 (61) | 0.87 (42) | 0.39 (65) | 0.38 (61) | 1.00 (54) | 47.50 | 58.75 | 48.50 |
60 | 1 / 274 | 0.71 (58) | 0.33 (64) | 0.00 (66) | 0.62 (60) | 0.22 (65) | 0.00 (66) | 0.84 (46) | 0.72 (42) | 0.00 (66) | 1.00 (52) | 54.00 | 52.25 | 51.50 |
61 | 14 / 274 | 0.45 (67) | 0.48 (58) | 0.37 (60) | 0.31 (67) | 0.48 (60) | 0.60 (50) | 0.96 (12) | 0.60 (57) | 0.32 (63) | 0.98 (68) | 53.50 | 58.50 | 52.25 |
62 | 53 / 274 | 0.49 (66) | 0.26 (65) | 0.30 (62) | 0.39 (65) | 0.23 (64) | 0.26 (62) | 0.73 (61) | 0.43 (63) | 0.53 (54) | 1.00 (44) | 59.00 | 64.25 | 45.00 |
63 | 49 / 274 | 0.60 (62) | 0.34 (63) | 0.41 (59) | 0.57 (64) | 0.70 (50) | 0.61 (49) | 0.68 (64) | 0.27 (66) | 0.37 (62) | 0.99 (60) | 62.50 | 59.00 | 51.25 |
64 | 6 / 274 | 0.55 (63) | 0.46 (60) | 0.43 (58) | 0.60 (62) | 0.54 (58) | 0.40 (59) | 0.57 (67) | 0.49 (62) | 0.47 (57) | 0.99 (62) | 63.50 | 60.00 | 52.00 |
65 | 68 / 274 | 0.62 (61) | 0.50 (57) | 0.45 (56) | 0.64 (59) | 0.48 (59) | 0.62 (47) | 0.68 (65) | 0.65 (50) | 0.43 (59) | 0.99 (63) | 62.00 | 57.50 | 57.00 |
66 | 18 / 274 | 0.51 (65) | 0.00 (70) | 0.00 (66) | 0.36 (66) | 0.00 (70) | 0.00 (66) | 0.94 (19) | 0.00 (70) | 0.00 (66) | 0.98 (67) | 54.25 | 67.00 | 58.75 |
67 | 274 / 274 | 0.66 (60) | 0.36 (62) | 0.00 (66) | 0.67 (58) | 0.26 (63) | 0.00 (66) | 0.70 (62) | 0.76 (31) | 0.00 (66) | 0.99 (61) | 60.25 | 55.75 | 66.25 |
68 | 1 / 274 | 0.51 (64) | 0.16 (66) | 0.08 (63) | 0.81 (48) | 0.12 (66) | 0.09 (63) | 0.38 (68) | 0.22 (67) | 0.08 (64) | 0.99 (64) | 61.00 | 65.25 | 57.25 |
69 | 3 / 274 | 0.00 (70) | 0.01 (69) | 0.01 (65) | 0.00 (70) | 0.01 (69) | 0.01 (64) | 0.00 (70) | 0.01 (69) | 0.01 (65) | 0.98 (66) | 69.00 | 68.25 | 59.75 |
70 | 4 / 274 | 0.01 (69) | 0.01 (68) | 0.00 (66) | 0.01 (69) | 0.01 (68) | 0.00 (66) | 0.02 (69) | 0.02 (68) | 0.00 (66) | 0.96 (69) | 69.00 | 68.25 | 61.00 |
71 | 1 / 274 | 0.00 (71) | 0.00 (70) | 0.00 (66) | 0.00 (71) | 0.00 (70) | 0.00 (66) | 0.00 (71) | 0.00 (70) | 0.00 (66) | 0.00 (71) | 71.00 | 70.25 | 67.25 |
72 | 220 / 274 | 0.00 (71) | 0.00 (70) | 0.00 (66) | 0.00 (71) | 0.00 (70) | 0.00 (66) | 0.00 (71) | 0.00 (70) | 0.00 (66) | 0.00 (71) | 71.00 | 70.25 | 67.25 |