ResultsMethod details
Vessel Tractography Using an Intensity Based Tensor Model With Branch Detection
Suheyla Cetin, Ali Demir, Anthony Yezzi, Muzaffer Degertekin, Gozde Unal
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
|
|
OV |
75.5% |
100.0% |
96.4% |
38.8 |
100.0 |
64.3 |
1 |
18 |
8.93 |
OF |
6.2% |
100.0% |
69.9% |
3.1 |
100.0 |
51.6 |
1 |
25 |
10.69 |
OT |
75.5% |
100.0% |
97.0% |
38.8 |
100.0 |
70.3 |
1 |
21 |
8.00 |
AI |
0.23 mm |
0.58 mm |
0.36 mm |
17.9 |
59.3 |
30.7 |
7 |
24 |
17.08 |
Total |
|
|
|
|
|
|
1 |
25 |
13.14 |
All results
|
|
8 |
0 |
85.2 |
43.1 |
18 |
80.8 |
41.3 |
10 |
94.8 |
47.4 |
21 |
0.29 |
33.9 |
16 |
16.2 |
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 |
16 |
96.7 |
65.8 |
9 |
0.32 |
40.6 |
10 |
10.5 |
9 |
0 |
99.8 |
96.7 |
7 |
92.3 |
47.5 |
11 |
99.8 |
96.4 |
10 |
0.27 |
27.3 |
20 |
14.7 |
9 |
1 |
94.9 |
48.0 |
13 |
81.0 |
42.9 |
17 |
94.9 |
47.5 |
14 |
0.31 |
30.8 |
19 |
16.8 |
9 |
2 |
98.9 |
90.4 |
10 |
71.3 |
38.1 |
20 |
99.6 |
96.4 |
11 |
0.41 |
21.9 |
21 |
17.3 |
9 |
3 |
97.1 |
49.8 |
7 |
85.8 |
49.7 |
18 |
99.8 |
93.4 |
14 |
0.30 |
29.9 |
17 |
15.0 |
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 |
21 |
14.7 |
10 |
3 |
99.7 |
49.8 |
6 |
100.0 |
100.0 |
1 |
100.0 |
100.0 |
1 |
0.42 |
22.4 |
20 |
11.3 |
11 |
0 |
99.9 |
50.0 |
9 |
100.0 |
100.0 |
1 |
100.0 |
100.0 |
1 |
0.37 |
34.2 |
15 |
9.3 |
11 |
1 |
90.7 |
47.7 |
7 |
9.2 |
38.1 |
20 |
90.7 |
47.7 |
7 |
0.37 |
45.8 |
10 |
10.7 |
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 |
5 |
11.6 |
12.6 |
19 |
93.6 |
48.1 |
5 |
0.37 |
32.6 |
17 |
13.3 |
12 |
0 |
98.6 |
49.4 |
14 |
20.7 |
10.3 |
17 |
98.7 |
49.4 |
15 |
0.30 |
24.9 |
18 |
16.7 |
12 |
1 |
93.1 |
49.2 |
13 |
14.2 |
9.7 |
9 |
93.1 |
47.7 |
14 |
0.36 |
26.9 |
18 |
15.0 |
12 |
2 |
91.2 |
48.9 |
9 |
61.7 |
35.3 |
19 |
95.1 |
49.1 |
15 |
0.40 |
28.1 |
21 |
17.7 |
12 |
3 |
91.6 |
46.1 |
14 |
20.5 |
10.4 |
10 |
91.2 |
45.6 |
17 |
0.49 |
25.0 |
24 |
18.8 |
13 |
0 |
97.0 |
48.5 |
13 |
21.9 |
11.0 |
17 |
99.0 |
49.5 |
18 |
0.36 |
29.7 |
18 |
17.0 |
13 |
1 |
98.6 |
49.7 |
17 |
39.8 |
20.2 |
25 |
98.7 |
49.4 |
18 |
0.28 |
35.0 |
16 |
18.0 |
13 |
2 |
87.2 |
45.2 |
18 |
78.6 |
42.1 |
16 |
87.3 |
44.5 |
19 |
0.33 |
35.2 |
16 |
16.8 |
13 |
3 |
98.5 |
51.1 |
13 |
98.5 |
49.8 |
14 |
98.5 |
49.8 |
16 |
0.41 |
24.7 |
23 |
18.7 |
14 |
0 |
99.0 |
55.1 |
5 |
33.0 |
28.2 |
23 |
99.0 |
55.1 |
7 |
0.33 |
41.8 |
15 |
13.3 |
14 |
1 |
99.2 |
49.6 |
8 |
44.1 |
22.1 |
17 |
99.2 |
49.6 |
14 |
0.40 |
32.7 |
16 |
14.5 |
14 |
2 |
99.8 |
90.8 |
9 |
100.0 |
100.0 |
1 |
100.0 |
100.0 |
1 |
0.39 |
32.0 |
21 |
12.3 |
14 |
3 |
99.3 |
84.8 |
7 |
33.4 |
16.7 |
18 |
99.4 |
49.7 |
11 |
0.39 |
32.2 |
17 |
14.5 |
15 |
0 |
99.8 |
65.8 |
8 |
100.0 |
100.0 |
1 |
100.0 |
100.0 |
1 |
0.39 |
30.3 |
19 |
11.2 |
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 |
13 |
62.7 |
34.9 |
14 |
98.0 |
71.5 |
16 |
0.38 |
27.7 |
16 |
15.2 |
15 |
3 |
99.7 |
49.9 |
13 |
100.0 |
100.0 |
1 |
100.0 |
100.0 |
1 |
0.34 |
31.9 |
16 |
10.5 |
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 |
9 |
98.6 |
93.0 |
10 |
100.0 |
100.0 |
1 |
0.33 |
33.2 |
18 |
12.3 |
16 |
2 |
99.8 |
99.1 |
13 |
100.0 |
100.0 |
1 |
100.0 |
100.0 |
1 |
0.32 |
24.4 |
16 |
10.5 |
16 |
3 |
97.2 |
49.0 |
7 |
35.2 |
17.6 |
16 |
98.3 |
49.1 |
12 |
0.41 |
27.7 |
16 |
13.8 |
17 |
0 |
75.5 |
38.8 |
18 |
38.5 |
21.6 |
18 |
75.5 |
38.8 |
18 |
0.35 |
40.9 |
18 |
18.0 |
17 |
1 |
96.3 |
60.0 |
6 |
13.7 |
7.1 |
16 |
96.3 |
48.9 |
6 |
0.50 |
34.7 |
21 |
15.2 |
17 |
2 |
96.0 |
48.9 |
14 |
92.6 |
47.6 |
16 |
96.0 |
48.8 |
17 |
0.35 |
33.6 |
17 |
16.3 |
17 |
3 |
93.2 |
47.7 |
9 |
23.9 |
11.9 |
14 |
93.3 |
47.5 |
9 |
0.47 |
48.2 |
11 |
10.8 |
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 |
10 |
100.0 |
100.0 |
1 |
100.0 |
100.0 |
1 |
0.26 |
38.6 |
14 |
9.0 |
18 |
2 |
84.9 |
43.9 |
12 |
21.1 |
11.2 |
13 |
85.1 |
44.0 |
13 |
0.33 |
31.4 |
15 |
13.8 |
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 |
17 |
9.0 |
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 |
14 |
100.0 |
100.0 |
1 |
100.0 |
100.0 |
1 |
0.41 |
32.3 |
18 |
11.7 |
19 |
3 |
99.5 |
97.7 |
7 |
91.8 |
73.2 |
11 |
99.6 |
97.9 |
11 |
0.40 |
32.2 |
17 |
13.3 |
20 |
0 |
100.0 |
100.0 |
1 |
100.0 |
100.0 |
1 |
100.0 |
100.0 |
1 |
0.37 |
32.2 |
18 |
9.5 |
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 |
18 |
92.9 |
46.8 |
4 |
94.0 |
47.2 |
21 |
0.47 |
24.3 |
18 |
16.2 |
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 |
20 |
10.5 |
21 |
1 |
99.9 |
96.9 |
6 |
99.9 |
99.4 |
6 |
100.0 |
100.0 |
1 |
0.27 |
29.5 |
17 |
10.7 |
21 |
2 |
99.2 |
50.0 |
6 |
92.8 |
54.1 |
14 |
99.3 |
58.5 |
11 |
0.36 |
22.2 |
20 |
15.2 |
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 |
13 |
98.0 |
49.0 |
16 |
99.0 |
49.5 |
15 |
0.29 |
34.1 |
14 |
14.3 |
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 |
13 |
81.8 |
41.0 |
15 |
99.5 |
49.7 |
12 |
0.34 |
28.9 |
15 |
14.2 |
23 |
0 |
99.9 |
50.0 |
7 |
100.0 |
100.0 |
1 |
100.0 |
100.0 |
1 |
0.36 |
27.6 |
16 |
9.5 |
23 |
1 |
99.9 |
49.9 |
10 |
99.7 |
49.9 |
14 |
99.9 |
49.9 |
13 |
0.36 |
30.8 |
20 |
16.2 |
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 |
18 |
97.7 |
49.2 |
11 |
0.37 |
30.4 |
16 |
15.0 |
24 |
0 |
99.7 |
94.1 |
7 |
100.0 |
100.0 |
1 |
100.0 |
100.0 |
1 |
0.30 |
23.6 |
18 |
10.5 |
24 |
1 |
93.3 |
48.1 |
8 |
14.4 |
7.2 |
9 |
95.7 |
47.9 |
5 |
0.31 |
23.5 |
18 |
12.7 |
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 |
10 |
100.0 |
100.0 |
1 |
0.34 |
29.5 |
17 |
11.3 |
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 |
18 |
10.5 |
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 |
9 |
12.8 |
17.6 |
22 |
83.2 |
46.9 |
9 |
0.47 |
31.7 |
21 |
17.2 |
27 |
2 |
96.7 |
70.1 |
6 |
62.8 |
31.6 |
12 |
96.9 |
48.6 |
6 |
0.51 |
19.3 |
24 |
16.0 |
27 |
3 |
96.3 |
54.0 |
10 |
20.4 |
11.0 |
20 |
96.3 |
48.4 |
10 |
0.49 |
23.7 |
18 |
15.7 |
28 |
0 |
100.0 |
100.0 |
1 |
100.0 |
100.0 |
1 |
100.0 |
100.0 |
1 |
0.30 |
19.4 |
22 |
11.5 |
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 |
13 |
21.2 |
10.6 |
23 |
98.0 |
49.0 |
17 |
0.38 |
25.2 |
17 |
17.3 |
29 |
0 |
93.6 |
47.0 |
17 |
67.8 |
34.1 |
19 |
98.3 |
49.1 |
19 |
0.23 |
30.0 |
15 |
16.7 |
29 |
1 |
93.8 |
47.0 |
6 |
11.9 |
8.3 |
15 |
94.2 |
47.2 |
6 |
0.33 |
29.0 |
15 |
12.0 |
29 |
2 |
99.1 |
49.8 |
12 |
94.0 |
47.1 |
12 |
100.0 |
100.0 |
1 |
0.37 |
26.3 |
20 |
14.2 |
29 |
3 |
99.8 |
88.2 |
10 |
17.7 |
8.9 |
22 |
100.0 |
100.0 |
1 |
0.40 |
21.5 |
24 |
17.5 |
30 |
0 |
99.0 |
49.9 |
6 |
92.8 |
46.4 |
14 |
100.0 |
100.0 |
1 |
0.31 |
21.5 |
23 |
15.0 |
30 |
1 |
98.1 |
89.9 |
7 |
96.2 |
48.4 |
9 |
98.1 |
49.2 |
11 |
0.30 |
28.2 |
15 |
12.0 |
30 |
2 |
99.0 |
83.8 |
10 |
98.0 |
49.7 |
10 |
99.8 |
96.5 |
12 |
0.34 |
28.4 |
16 |
13.3 |
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 |
10 |
100.0 |
100.0 |
1 |
0.27 |
24.2 |
17 |
11.8 |
31 |
1 |
92.9 |
47.2 |
12 |
72.3 |
37.1 |
13 |
92.9 |
47.1 |
13 |
0.32 |
23.4 |
21 |
16.8 |
31 |
2 |
99.6 |
96.3 |
10 |
99.6 |
95.1 |
10 |
100.0 |
100.0 |
1 |
0.28 |
25.7 |
16 |
11.5 |
31 |
3 |
99.9 |
98.1 |
8 |
100.0 |
100.0 |
1 |
100.0 |
100.0 |
1 |
0.35 |
17.9 |
19 |
11.2 |