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 69.7% 100.0% 97.1% 38.8 100.0 75.0 1 1 1.00
OF 9.9% 100.0% 79.3% 4.9 100.0 61.8 1 1 1.00
OT 70.6% 100.0% 97.6% 38.8 100.0 75.3 1 1 1.00
AI 0.22 mm 0.49 mm 0.36 mm 22.3 49.1 32.7 1 1 1.00
Total             1 1 1.00


All results

  OVOFOTAIAvg.
DV%scorerank%scorerank%scorerankmmscorerankrank
0 0 98.9 80.2 1 97.7 95.5 1 98.9 80.2 1 0.41 37.9 1 1.0
0 1 92.2 48.9 1 85.7 47.0 1 92.2 48.4 1 0.49 29.8 1 1.0
0 2 92.7 47.5 1 34.9 27.2 1 92.7 47.5 1 0.42 37.3 1 1.0
0 3 100.0 100.0 1 100.0 100.0 1 100.0 100.0 1 0.46 27.7 1 1.0
1 0 100.0 100.0 1 100.0 100.0 1 100.0 100.0 1 0.33 32.8 1 1.0
1 1 100.0 100.0 1 100.0 100.0 1 100.0 100.0 1 0.28 47.6 1 1.0
1 2 98.5 49.6 1 95.9 48.3 1 98.5 49.5 1 0.31 34.7 1 1.0
1 3 99.7 49.9 1 78.5 39.3 1 99.7 49.9 1 0.46 25.3 1 1.0
2 0 100.0 100.0 1 100.0 100.0 1 100.0 100.0 1 0.41 23.5 1 1.0
2 1 97.7 48.9 1 95.5 47.8 1 97.7 48.9 1 0.26 35.0 1 1.0
2 2 99.7 98.5 1 100.0 100.0 1 100.0 100.0 1 0.30 31.4 1 1.0
2 3 96.7 48.9 1 87.3 48.4 1 96.6 48.8 1 0.35 29.5 1 1.0
3 0 98.7 49.8 1 99.7 99.0 1 99.7 61.8 1 0.28 45.8 1 1.0
3 1 69.7 38.8 1 50.4 30.3 1 70.6 38.8 1 0.46 30.8 1 1.0
3 2 97.0 93.3 1 94.1 93.7 1 97.0 93.3 1 0.40 28.6 1 1.0
3 3 99.6 94.4 1 44.5 28.0 1 99.6 85.7 1 0.46 29.0 1 1.0
4 0 99.1 96.5 1 98.2 94.6 1 100.0 100.0 1 0.27 26.5 1 1.0
4 1 97.9 67.9 1 24.2 12.8 1 97.9 50.0 1 0.24 39.1 1 1.0
4 2 99.2 79.6 1 64.7 33.5 1 99.7 87.9 1 0.37 27.8 1 1.0
4 3 88.5 45.1 1 83.1 41.6 1 100.0 100.0 1 0.33 26.4 1 1.0
5 0 98.6 73.6 1 9.9 4.9 1 98.6 49.3 1 0.40 41.1 1 1.0
5 1 98.3 55.9 1 80.0 44.4 1 98.5 49.7 1 0.39 35.4 1 1.0
5 2 99.7 95.3 1 89.2 44.7 1 99.7 80.7 1 0.35 36.9 1 1.0
5 3 100.0 100.0 1 100.0 100.0 1 100.0 100.0 1 0.47 31.6 1 1.0
6 0 100.0 100.0 1 100.0 100.0 1 100.0 100.0 1 0.36 22.4 1 1.0
6 1 99.7 94.2 1 99.6 49.8 1 99.7 49.9 1 0.32 27.0 1 1.0
6 2 97.8 95.8 1 63.9 63.9 1 97.8 95.0 1 0.44 31.0 1 1.0
6 3 99.8 49.9 1 97.4 48.7 1 100.0 100.0 1 0.37 22.3 1 1.0
7 0 100.0 100.0 1 100.0 100.0 1 100.0 100.0 1 0.39 28.1 1 1.0
7 1 100.0 100.0 1 100.0 100.0 1 100.0 100.0 1 0.28 43.2 1 1.0
7 2 94.6 49.9 1 18.0 9.1 1 94.6 47.6 1 0.22 49.1 1 1.0
7 3 93.8 47.7 1 46.4 26.2 1 93.8 47.7 1 0.35 30.6 1 1.0