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 16 8.15
OF 6.2% 100.0% 69.9% 3.1 100.0 51.6 1 23 9.64
OT 75.5% 100.0% 97.0% 38.8 100.0 70.3 1 19 7.23
AI 0.23 mm 0.58 mm 0.36 mm 17.9 59.3 30.7 6 22 15.68
Total             1 23 12.01


All results

  OVOFOTAIAvg.
DV%scorerank%scorerank%scorerankmmscorerankrank
8 0 85.2 43.1 16 80.8 41.3 8 94.8 47.4 19 0.29 33.9 15 14.7
8 1 88.7 45.2 13 6.2 3.1 16 88.8 44.4 14 0.38 31.9 19 16.7
8 2 85.0 71.8 4 66.8 74.2 5 85.0 70.7 4 0.50 59.3 6 5.2
8 3 96.6 65.1 8 73.0 44.2 14 96.7 65.8 9 0.32 40.6 9 9.7
9 0 99.8 96.7 7 92.3 47.5 10 99.8 96.4 9 0.27 27.3 18 13.3
9 1 94.9 48.0 12 81.0 42.9 15 94.9 47.5 12 0.31 30.8 17 15.0
9 2 98.9 90.4 9 71.3 38.1 18 99.6 96.4 9 0.41 21.9 19 15.5
9 3 97.1 49.8 7 85.8 49.7 16 99.8 93.4 12 0.30 29.9 16 13.8
10 0 98.5 49.8 13 97.2 48.6 15 100.0 100.0 1 0.26 29.2 15 12.3
10 1 96.2 48.1 11 92.6 46.3 8 96.2 48.1 11 0.29 31.1 14 12.0
10 2 95.1 73.3 6 75.1 41.2 9 95.1 49.8 8 0.39 28.5 19 13.3
10 3 99.7 49.8 5 100.0 100.0 1 100.0 100.0 1 0.42 22.4 18 10.2
11 0 99.9 50.0 8 100.0 100.0 1 100.0 100.0 1 0.37 34.2 13 8.2
11 1 90.7 47.7 6 9.2 38.1 18 90.7 47.7 6 0.37 45.8 8 9.0
11 2 95.1 48.3 15 87.2 45.8 10 95.6 48.4 16 0.35 29.4 16 14.8
11 3 93.3 48.0 3 11.6 12.6 17 93.6 48.1 3 0.37 32.6 16 11.8
12 0 98.6 49.4 13 20.7 10.3 15 98.7 49.4 13 0.30 24.9 16 14.8
12 1 93.1 49.2 11 14.2 9.7 7 93.1 47.7 12 0.36 26.9 16 13.0
12 2 91.2 48.9 8 61.7 35.3 19 95.1 49.1 15 0.40 28.1 19 16.5
12 3 91.6 46.1 12 20.5 10.4 9 91.2 45.6 15 0.49 25.0 22 17.0
13 0 97.0 48.5 11 21.9 11.0 15 99.0 49.5 16 0.36 29.7 17 15.5
13 1 98.6 49.7 15 39.8 20.2 23 98.7 49.4 16 0.28 35.0 14 16.0
13 2 87.2 45.2 16 78.6 42.1 14 87.3 44.5 17 0.33 35.2 15 15.3
13 3 98.5 51.1 12 98.5 49.8 12 98.5 49.8 14 0.41 24.7 21 16.8
14 0 99.0 55.1 4 33.0 28.2 21 99.0 55.1 6 0.33 41.8 14 12.2
14 1 99.2 49.6 7 44.1 22.1 15 99.2 49.6 12 0.40 32.7 14 12.7
14 2 99.8 90.8 8 100.0 100.0 1 100.0 100.0 1 0.39 32.0 19 11.2
14 3 99.3 84.8 6 33.4 16.7 16 99.4 49.7 9 0.39 32.2 16 13.2
15 0 99.8 65.8 7 100.0 100.0 1 100.0 100.0 1 0.39 30.3 17 10.0
15 1 100.0 100.0 1 100.0 100.0 1 100.0 100.0 1 0.24 33.3 14 7.5
15 2 98.0 81.6 12 62.7 34.9 12 98.0 71.5 15 0.38 27.7 15 14.0
15 3 99.7 49.9 12 100.0 100.0 1 100.0 100.0 1 0.34 31.9 15 9.8
16 0 99.3 67.4 5 97.1 49.7 5 100.0 100.0 1 0.31 28.4 16 9.8
16 1 99.3 70.8 7 98.6 93.0 8 100.0 100.0 1 0.33 33.2 16 10.7
16 2 99.8 99.1 12 100.0 100.0 1 100.0 100.0 1 0.32 24.4 15 9.8
16 3 97.2 49.0 7 35.2 17.6 14 98.3 49.1 10 0.41 27.7 15 12.7
17 0 75.5 38.8 16 38.5 21.6 17 75.5 38.8 16 0.35 40.9 16 16.2
17 1 96.3 60.0 5 13.7 7.1 15 96.3 48.9 5 0.50 34.7 19 13.7
17 2 96.0 48.9 13 92.6 47.6 14 96.0 48.8 16 0.35 33.6 15 14.7
17 3 93.2 47.7 8 23.9 11.9 13 93.3 47.5 8 0.47 48.2 10 9.8
18 0 99.7 83.3 8 99.4 85.2 8 99.7 83.3 8 0.32 28.2 15 11.5
18 1 99.9 92.0 9 100.0 100.0 1 100.0 100.0 1 0.26 38.6 13 8.3
18 2 84.9 43.9 10 21.1 11.2 11 85.1 44.0 11 0.33 31.4 14 12.3
18 3 100.0 100.0 1 100.0 100.0 1 100.0 100.0 1 0.32 28.1 15 8.0
19 0 100.0 100.0 1 100.0 100.0 1 100.0 100.0 1 0.31 37.8 15 8.0
19 1 100.0 100.0 1 100.0 100.0 1 100.0 100.0 1 0.37 41.3 12 6.5
19 2 99.8 94.1 13 100.0 100.0 1 100.0 100.0 1 0.41 32.3 16 10.5
19 3 99.5 97.7 6 91.8 73.2 9 99.6 97.9 9 0.40 32.2 16 12.0
20 0 100.0 100.0 1 100.0 100.0 1 100.0 100.0 1 0.37 32.2 16 8.5
20 1 98.8 49.5 4 13.3 6.6 8 99.0 49.5 5 0.40 37.6 14 9.8
20 2 94.0 47.3 16 92.9 46.8 4 94.0 47.2 19 0.47 24.3 17 15.0
20 3 100.0 100.0 1 99.9 99.9 2 100.0 100.0 1 0.51 35.0 16 8.7
21 0 100.0 100.0 1 100.0 100.0 1 100.0 100.0 1 0.28 22.8 18 9.5
21 1 99.9 96.9 6 99.9 99.4 6 100.0 100.0 1 0.27 29.5 15 9.7
21 2 99.2 50.0 6 92.8 54.1 12 99.3 58.5 10 0.36 22.2 18 13.7
21 3 96.8 49.5 11 93.8 46.9 11 97.0 48.8 11 0.39 25.1 14 12.5
22 0 99.6 49.8 9 100.0 100.0 1 100.0 100.0 1 0.34 23.7 17 10.3
22 1 99.0 68.4 12 98.0 49.0 14 99.0 49.5 13 0.29 34.1 13 13.0
22 2 99.2 67.9 9 95.4 47.8 19 99.6 49.8 14 0.29 37.5 10 12.0
22 3 98.2 49.3 11 81.8 41.0 14 99.5 49.7 11 0.34 28.9 14 13.0
23 0 99.9 50.0 7 100.0 100.0 1 100.0 100.0 1 0.36 27.6 14 8.5
23 1 99.9 49.9 9 99.7 49.9 13 99.9 49.9 12 0.36 30.8 18 14.7
23 2 99.0 77.8 9 94.0 47.9 13 99.0 50.0 9 0.39 29.7 18 14.2
23 3 97.2 49.5 12 49.1 25.3 16 97.7 49.2 10 0.37 30.4 15 13.8
24 0 99.7 94.1 7 100.0 100.0 1 100.0 100.0 1 0.30 23.6 16 9.5
24 1 93.3 48.1 7 14.4 7.2 8 95.7 47.9 5 0.31 23.5 17 11.8
24 2 98.5 54.6 8 97.0 94.9 8 100.0 100.0 1 0.34 24.3 18 11.8
24 3 98.1 77.5 6 98.5 90.1 5 100.0 100.0 1 0.28 36.6 15 9.5
25 0 98.0 49.2 5 95.0 74.9 8 100.0 100.0 1 0.34 29.5 15 9.8
25 1 97.6 49.5 5 37.0 18.5 6 97.7 48.9 5 0.32 34.5 10 7.7
25 2 100.0 100.0 1 100.0 100.0 1 100.0 100.0 1 0.31 30.9 15 8.0
25 3 97.1 48.7 4 48.3 24.3 6 98.7 49.4 5 0.33 27.6 14 9.5
26 0 87.4 47.5 10 14.9 17.8 7 89.0 48.7 5 0.41 48.7 15 11.2
26 1 86.9 45.4 6 12.6 9.2 6 86.9 45.4 6 0.41 43.7 16 11.0
26 2 98.4 63.5 4 22.5 11.7 8 98.4 59.4 4 0.44 32.9 11 8.2
26 3 95.3 48.5 3 25.6 15.7 3 95.3 48.4 3 0.58 41.8 16 9.5
27 0 90.0 45.0 12 49.9 24.9 16 92.0 46.0 13 0.34 40.0 16 14.8
27 1 83.0 46.8 7 12.8 17.6 20 83.2 46.9 7 0.47 31.7 20 15.7
27 2 96.7 70.1 6 62.8 31.6 10 96.9 48.6 6 0.51 19.3 22 14.7
27 3 96.3 54.0 9 20.4 11.0 18 96.3 48.4 9 0.49 23.7 17 14.5
28 0 100.0 100.0 1 100.0 100.0 1 100.0 100.0 1 0.30 19.4 20 10.5
28 1 91.7 47.9 10 77.5 45.6 9 91.3 47.3 11 0.27 25.2 15 12.5
28 2 98.0 90.7 7 96.1 86.8 10 99.8 98.9 10 0.27 29.8 15 12.0
28 3 97.7 59.4 12 21.2 10.6 21 98.0 49.0 15 0.38 25.2 16 16.0
29 0 93.6 47.0 15 67.8 34.1 17 98.3 49.1 17 0.23 30.0 14 15.2
29 1 93.8 47.0 5 11.9 8.3 13 94.2 47.2 5 0.33 29.0 14 10.8
29 2 99.1 49.8 10 94.0 47.1 10 100.0 100.0 1 0.37 26.3 18 12.5
29 3 99.8 88.2 9 17.7 8.9 20 100.0 100.0 1 0.40 21.5 22 16.0
30 0 99.0 49.9 5 92.8 46.4 12 100.0 100.0 1 0.31 21.5 21 13.5
30 1 98.1 89.9 6 96.2 48.4 8 98.1 49.2 9 0.30 28.2 14 10.8
30 2 99.0 83.8 9 98.0 49.7 9 99.8 96.5 11 0.34 28.4 14 11.8
30 3 93.3 49.1 13 74.0 43.7 15 95.9 49.1 14 0.34 30.5 15 14.5
31 0 98.3 49.3 9 97.7 48.8 8 100.0 100.0 1 0.27 24.2 15 10.5
31 1 92.9 47.2 11 72.3 37.1 12 92.9 47.1 12 0.32 23.4 19 15.3
31 2 99.6 96.3 9 99.6 95.1 9 100.0 100.0 1 0.28 25.7 15 10.7
31 3 99.9 98.1 7 100.0 100.0 1 100.0 100.0 1 0.35 17.9 18 10.5