Results

Method details

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Vessel Tractography Using an Intensity Based Tensor Model With Branch Detection

Abstract:
In this paper, we propose a novel tubular structure segmentation method, which is based on an intensity-based tensor that fits to a vessel. Our model is initialized with a single seed point and it is capable of capturing whole vessel tree by an automatic branch detection algorithm. The centerline of the vessel as well as its thickness is extracted.


Summary

Measure% / mmscorerank
 min.max.avg.min.max.avg.min.max.avg.
OV 75.5% 100.0% 96.4% 38.8 100.0 64.3 1 17 8.51
OF 6.2% 100.0% 69.9% 3.1 100.0 51.6 1 24 10.25
OT 75.5% 100.0% 97.0% 38.8 100.0 70.3 1 20 7.68
AI 0.23 mm 0.58 mm 0.36 mm 17.9 59.3 30.7 7 23 16.68
Total             1 24 12.74


All results

  OVOFOTAIAvg.
DV%scorerank%scorerank%scorerankmmscorerankrank
8 0 85.2 43.1 17 80.8 41.3 9 94.8 47.4 20 0.29 33.9 16 15.7
8 1 88.7 45.2 14 6.2 3.1 17 88.8 44.4 15 0.38 31.9 20 17.7
8 2 85.0 71.8 4 66.8 74.2 5 85.0 70.7 4 0.50 59.3 7 5.7
8 3 96.6 65.1 8 73.0 44.2 15 96.7 65.8 9 0.32 40.6 10 10.3
9 0 99.8 96.7 7 92.3 47.5 11 99.8 96.4 10 0.27 27.3 19 14.2
9 1 94.9 48.0 12 81.0 42.9 16 94.9 47.5 13 0.31 30.8 18 15.8
9 2 98.9 90.4 9 71.3 38.1 19 99.6 96.4 10 0.41 21.9 20 16.3
9 3 97.1 49.8 7 85.8 49.7 17 99.8 93.4 13 0.30 29.9 17 14.7
10 0 98.5 49.8 13 97.2 48.6 16 100.0 100.0 1 0.26 29.2 16 13.0
10 1 96.2 48.1 12 92.6 46.3 9 96.2 48.1 12 0.29 31.1 15 13.0
10 2 95.1 73.3 6 75.1 41.2 10 95.1 49.8 9 0.39 28.5 20 14.2
10 3 99.7 49.8 5 100.0 100.0 1 100.0 100.0 1 0.42 22.4 19 10.7
11 0 99.9 50.0 8 100.0 100.0 1 100.0 100.0 1 0.37 34.2 14 8.7
11 1 90.7 47.7 6 9.2 38.1 19 90.7 47.7 6 0.37 45.8 9 9.7
11 2 95.1 48.3 15 87.2 45.8 10 95.6 48.4 16 0.35 29.4 17 15.3
11 3 93.3 48.0 4 11.6 12.6 18 93.6 48.1 4 0.37 32.6 17 12.8
12 0 98.6 49.4 13 20.7 10.3 16 98.7 49.4 14 0.30 24.9 17 15.7
12 1 93.1 49.2 12 14.2 9.7 8 93.1 47.7 13 0.36 26.9 17 14.0
12 2 91.2 48.9 9 61.7 35.3 19 95.1 49.1 15 0.40 28.1 20 17.2
12 3 91.6 46.1 13 20.5 10.4 10 91.2 45.6 16 0.49 25.0 23 18.0
13 0 97.0 48.5 12 21.9 11.0 16 99.0 49.5 17 0.36 29.7 18 16.5
13 1 98.6 49.7 16 39.8 20.2 24 98.7 49.4 17 0.28 35.0 15 17.0
13 2 87.2 45.2 17 78.6 42.1 15 87.3 44.5 18 0.33 35.2 16 16.3
13 3 98.5 51.1 12 98.5 49.8 13 98.5 49.8 15 0.41 24.7 22 17.7
14 0 99.0 55.1 4 33.0 28.2 22 99.0 55.1 6 0.33 41.8 15 12.8
14 1 99.2 49.6 7 44.1 22.1 16 99.2 49.6 13 0.40 32.7 15 13.5
14 2 99.8 90.8 8 100.0 100.0 1 100.0 100.0 1 0.39 32.0 20 11.7
14 3 99.3 84.8 6 33.4 16.7 17 99.4 49.7 10 0.39 32.2 17 14.0
15 0 99.8 65.8 7 100.0 100.0 1 100.0 100.0 1 0.39 30.3 18 10.5
15 1 100.0 100.0 1 100.0 100.0 1 100.0 100.0 1 0.24 33.3 15 8.0
15 2 98.0 81.6 12 62.7 34.9 13 98.0 71.5 15 0.38 27.7 16 14.7
15 3 99.7 49.9 12 100.0 100.0 1 100.0 100.0 1 0.34 31.9 16 10.3
16 0 99.3 67.4 6 97.1 49.7 6 100.0 100.0 1 0.31 28.4 17 10.7
16 1 99.3 70.8 8 98.6 93.0 9 100.0 100.0 1 0.33 33.2 17 11.5
16 2 99.8 99.1 12 100.0 100.0 1 100.0 100.0 1 0.32 24.4 16 10.3
16 3 97.2 49.0 7 35.2 17.6 15 98.3 49.1 11 0.41 27.7 16 13.5
17 0 75.5 38.8 17 38.5 21.6 17 75.5 38.8 17 0.35 40.9 17 17.0
17 1 96.3 60.0 5 13.7 7.1 15 96.3 48.9 5 0.50 34.7 20 14.2
17 2 96.0 48.9 14 92.6 47.6 15 96.0 48.8 17 0.35 33.6 16 15.7
17 3 93.2 47.7 8 23.9 11.9 13 93.3 47.5 8 0.47 48.2 11 10.3
18 0 99.7 83.3 8 99.4 85.2 8 99.7 83.3 8 0.32 28.2 16 12.0
18 1 99.9 92.0 9 100.0 100.0 1 100.0 100.0 1 0.26 38.6 14 8.8
18 2 84.9 43.9 11 21.1 11.2 12 85.1 44.0 12 0.33 31.4 15 13.3
18 3 100.0 100.0 1 100.0 100.0 1 100.0 100.0 1 0.32 28.1 16 8.5
19 0 100.0 100.0 1 100.0 100.0 1 100.0 100.0 1 0.31 37.8 16 8.5
19 1 100.0 100.0 1 100.0 100.0 1 100.0 100.0 1 0.37 41.3 13 7.0
19 2 99.8 94.1 13 100.0 100.0 1 100.0 100.0 1 0.41 32.3 17 11.0
19 3 99.5 97.7 6 91.8 73.2 10 99.6 97.9 10 0.40 32.2 17 12.8
20 0 100.0 100.0 1 100.0 100.0 1 100.0 100.0 1 0.37 32.2 17 9.0
20 1 98.8 49.5 5 13.3 6.6 9 99.0 49.5 6 0.40 37.6 15 10.8
20 2 94.0 47.3 17 92.9 46.8 4 94.0 47.2 20 0.47 24.3 18 15.8
20 3 100.0 100.0 1 99.9 99.9 3 100.0 100.0 1 0.51 35.0 17 9.3
21 0 100.0 100.0 1 100.0 100.0 1 100.0 100.0 1 0.28 22.8 19 10.0
21 1 99.9 96.9 6 99.9 99.4 6 100.0 100.0 1 0.27 29.5 16 10.2
21 2 99.2 50.0 6 92.8 54.1 13 99.3 58.5 10 0.36 22.2 19 14.3
21 3 96.8 49.5 12 93.8 46.9 12 97.0 48.8 12 0.39 25.1 15 13.5
22 0 99.6 49.8 9 100.0 100.0 1 100.0 100.0 1 0.34 23.7 18 10.8
22 1 99.0 68.4 12 98.0 49.0 15 99.0 49.5 14 0.29 34.1 14 13.8
22 2 99.2 67.9 9 95.4 47.8 20 99.6 49.8 15 0.29 37.5 11 12.8
22 3 98.2 49.3 12 81.8 41.0 15 99.5 49.7 12 0.34 28.9 15 14.0
23 0 99.9 50.0 7 100.0 100.0 1 100.0 100.0 1 0.36 27.6 15 9.0
23 1 99.9 49.9 9 99.7 49.9 13 99.9 49.9 12 0.36 30.8 19 15.2
23 2 99.0 77.8 9 94.0 47.9 14 99.0 50.0 10 0.39 29.7 19 15.0
23 3 97.2 49.5 13 49.1 25.3 17 97.7 49.2 11 0.37 30.4 16 14.8
24 0 99.7 94.1 7 100.0 100.0 1 100.0 100.0 1 0.30 23.6 17 10.0
24 1 93.3 48.1 8 14.4 7.2 8 95.7 47.9 5 0.31 23.5 18 12.5
24 2 98.5 54.6 9 97.0 94.9 9 100.0 100.0 1 0.34 24.3 19 12.7
24 3 98.1 77.5 6 98.5 90.1 6 100.0 100.0 1 0.28 36.6 16 10.2
25 0 98.0 49.2 6 95.0 74.9 9 100.0 100.0 1 0.34 29.5 16 10.7
25 1 97.6 49.5 5 37.0 18.5 7 97.7 48.9 5 0.32 34.5 11 8.3
25 2 100.0 100.0 1 100.0 100.0 1 100.0 100.0 1 0.31 30.9 16 8.5
25 3 97.1 48.7 4 48.3 24.3 6 98.7 49.4 5 0.33 27.6 15 10.0
26 0 87.4 47.5 10 14.9 17.8 7 89.0 48.7 5 0.41 48.7 16 11.7
26 1 86.9 45.4 6 12.6 9.2 6 86.9 45.4 6 0.41 43.7 17 11.5
26 2 98.4 63.5 4 22.5 11.7 8 98.4 59.4 4 0.44 32.9 12 8.7
26 3 95.3 48.5 3 25.6 15.7 3 95.3 48.4 3 0.58 41.8 17 10.0
27 0 90.0 45.0 13 49.9 24.9 17 92.0 46.0 14 0.34 40.0 17 15.8
27 1 83.0 46.8 8 12.8 17.6 21 83.2 46.9 8 0.47 31.7 21 16.7
27 2 96.7 70.1 6 62.8 31.6 11 96.9 48.6 6 0.51 19.3 23 15.3
27 3 96.3 54.0 10 20.4 11.0 19 96.3 48.4 10 0.49 23.7 18 15.5
28 0 100.0 100.0 1 100.0 100.0 1 100.0 100.0 1 0.30 19.4 21 11.0
28 1 91.7 47.9 11 77.5 45.6 10 91.3 47.3 12 0.27 25.2 16 13.5
28 2 98.0 90.7 7 96.1 86.8 11 99.8 98.9 11 0.27 29.8 16 12.8
28 3 97.7 59.4 12 21.2 10.6 22 98.0 49.0 16 0.38 25.2 17 16.8
29 0 93.6 47.0 16 67.8 34.1 18 98.3 49.1 18 0.23 30.0 15 16.2
29 1 93.8 47.0 6 11.9 8.3 14 94.2 47.2 6 0.33 29.0 15 11.8
29 2 99.1 49.8 11 94.0 47.1 11 100.0 100.0 1 0.37 26.3 19 13.3
29 3 99.8 88.2 10 17.7 8.9 21 100.0 100.0 1 0.40 21.5 23 16.8
30 0 99.0 49.9 6 92.8 46.4 13 100.0 100.0 1 0.31 21.5 22 14.3
30 1 98.1 89.9 6 96.2 48.4 9 98.1 49.2 10 0.30 28.2 15 11.7
30 2 99.0 83.8 10 98.0 49.7 10 99.8 96.5 12 0.34 28.4 15 12.8
30 3 93.3 49.1 13 74.0 43.7 16 95.9 49.1 15 0.34 30.5 16 15.3
31 0 98.3 49.3 9 97.7 48.8 9 100.0 100.0 1 0.27 24.2 16 11.2
31 1 92.9 47.2 12 72.3 37.1 13 92.9 47.1 13 0.32 23.4 20 16.3
31 2 99.6 96.3 9 99.6 95.1 9 100.0 100.0 1 0.28 25.7 16 11.2
31 3 99.9 98.1 8 100.0 100.0 1 100.0 100.0 1 0.35 17.9 19 11.2