研究文章
无人监督的心脏图像分割通过Multiswarm主动轮廓形状之前
表1
相似性度量和Jaccard骰子指标,豪斯多夫距离和最大基数之间的相似性度量的区域分割图切割方法,传统的ACM,互动曾方法,我们的方法,由专家列出的区域的CT数据集。
|
| 测试 |
图切割和专家 |
ACM和专家 |
曾与专家 |
我们的方法与专家 |
| 图像 |
(J) |
(D) |
(H) |
(MCSM) |
(J) |
(D) |
(H) |
(MCSM) |
(J) |
(D) |
(H) |
(MCSM) |
(J) |
(D) |
(H) |
(MCSM) |
|
| 1 |
0.551 |
0.711 |
4.000 |
0.343 |
0.698 |
0.822 |
10.049 |
0.681 |
0.636 |
0.777 |
10.198 |
0.781 |
0.836 |
0.911 |
1.036 |
0.759 |
| 5 |
0.698 |
0.822 |
5.385 |
0.497 |
0.636 |
0.777 |
5.099 |
0.396 |
0.666 |
0.800 |
10.000 |
0.644 |
0.800 |
0.888 |
3.989 |
0.833 |
| 10 |
0.607 |
0.755 |
3.605 |
0.374 |
0.607 |
0.755 |
4.472 |
0.452 |
0.578 |
0.733 |
5.000 |
0.684 |
0.764 |
0.866 |
1.000 |
0.813 |
| 15 |
0.475 |
0.644 |
10.000 |
0.512 |
0.836 |
0.911 |
6.580 |
0.695 |
0.800 |
0.888 |
7.211 |
0.422 |
0.875 |
0.933 |
2.719 |
0.793 |
| 20. |
0.428 |
0.600 |
2.828 |
0.449 |
0.875 |
0.933 |
7.214 |
0.660 |
0.836 |
0.911 |
10.000 |
0.552 |
0.914 |
0.955 |
3.105 |
0.764 |
| 25 |
0.800 |
0.888 |
4.900 |
0.475 |
0.914 |
0.955 |
5.000 |
0.723 |
0.698 |
0.822 |
7.000 |
0.511 |
0.764 |
0.866 |
1.381 |
0.729 |
| 30. |
0.730 |
0.844 |
2.236 |
0.386 |
0.607 |
0.755 |
2.828 |
0.621 |
0.636 |
0.777 |
5.385 |
0.748 |
0.730 |
0.844 |
2.828 |
0.790 |
| 35 |
0.636 |
0.777 |
5.000 |
0.550 |
0.551 |
0.711 |
1.000 |
0.720 |
0.875 |
0.933 |
2.828 |
0.781 |
0.914 |
0.955 |
1.082 |
0.920 |
| 40 |
0.607 |
0.755 |
4.500 |
0.493 |
0.500 |
0.666 |
4.123 |
0.740 |
0.800 |
0.888 |
2.000 |
0.755 |
0.875 |
0.933 |
6.000 |
0.797 |
| 45 |
0.525 |
0.688 |
10.414 |
0.500 |
0.525 |
0.688 |
5.000 |
0.617 |
0.607 |
0.755 |
3.000 |
0.835 |
0.636 |
0.777 |
1.082 |
0.863 |
| 50 |
0.451 |
0.622 |
9.798 |
0.469 |
0.698 |
0.822 |
18.384 |
0.601 |
0.730 |
0.844 |
1.414 |
0.519 |
0.698 |
0.822 |
2.828 |
0.749 |
| 55 |
0.428 |
0.600 |
6.082 |
0.434 |
0.764 |
0.866 |
12.529 |
0.419 |
0.800 |
0.888 |
1.000 |
0.430 |
0.836 |
0.911 |
5.099 |
0.645 |
| 60 |
0.764 |
0.866 |
9.848 |
0.439 |
0.666 |
0.800 |
2.236 |
0.692 |
0.730 |
0.844 |
1.000 |
0.509 |
0.764 |
0.866 |
1.000 |
0.778 |
| 65年 |
0.875 |
0.933 |
11.313 |
0.394 |
0.914 |
0.955 |
8.000 |
0.616 |
0.875 |
0.933 |
8.000 |
0.615 |
0.800 |
0.888 |
8.000 |
0.635 |
| 70年 |
0.451 |
0.622 |
16.278 |
0.467 |
0.525 |
0.688 |
1.000 |
0.688 |
0.607 |
0.755 |
3.000 |
0.505 |
0.578 |
0.733 |
5.236 |
0.863 |
| 75年 |
0.500 |
0.666 |
19.798 |
0.484 |
0.551 |
0.711 |
2.236 |
0.561 |
0.525 |
0.688 |
2.828 |
0.683 |
0.607 |
0.755 |
2.828 |
0.655 |
| 80年 |
0.551 |
0.711 |
14.866 |
0.398 |
0.607 |
0.755 |
5.000 |
0.504 |
0.578 |
0.733 |
2.000 |
0.879 |
0.666 |
0.800 |
5.000 |
0.843 |
| 85年 |
0.578 |
0.733 |
12.236 |
0.394 |
0.666 |
0.800 |
3.162 |
0.542 |
0.698 |
0.822 |
3.083 |
0.827 |
0.730 |
0.844 |
4.885 |
0.737 |
| 90年 |
0.698 |
0.822 |
6.403 |
0.468 |
0.764 |
0.866 |
4.123 |
0.511 |
0.800 |
0.888 |
9.433 |
0.534 |
0.764 |
0.866 |
6.336 |
0.832 |
| 95年 |
0.764 |
0.866 |
13.605 |
0.502 |
0.836 |
0.911 |
11.401 |
0.567 |
0.836 |
0.911 |
5.099 |
0.687 |
0.800 |
0.888 |
8.000 |
0.904 |
| One hundred. |
0.525 |
0.688 |
14.123 |
0.467 |
0.578 |
0.733 |
1.000 |
0.576 |
0.551 |
0.711 |
1.000 |
0.579 |
0.636 |
0.777 |
2.236 |
0.878 |
| 105年 |
0.406 |
0.577 |
1.414 |
0.523 |
0.475 |
0.644 |
13.601 |
0.604 |
0.607 |
0.755 |
5.385 |
0.632 |
0.607 |
0.755 |
1.414 |
0.838 |
| 110年 |
0.384 |
0.555 |
6.0 |
0.602 |
0.428 |
0.600 |
5.000 |
0.691 |
0.500 |
0.666 |
7.000 |
0.575 |
0.551 |
0.711 |
8.000 |
0.776 |
| 115年 |
0.836 |
0.911 |
8.944 |
0.586 |
0.800 |
0.888 |
13.038 |
0.461 |
0.836 |
0.911 |
4.472 |
0.523 |
0.875 |
0.933 |
4.242 |
0.869 |
| 120年 |
0.764 |
0.866 |
9.848 |
0.514 |
0.836 |
0.911 |
15.231 |
0.695 |
0.764 |
0.866 |
6.000 |
0.663 |
0.836 |
0.911 |
6.000 |
0.817 |
| 125年 |
0.666 |
0.800 |
13.601 |
0.611 |
0.875 |
0.933 |
14.142 |
0.609 |
0.914 |
0.955 |
6.708 |
0.718 |
0.956 |
0.977 |
3.000 |
0.948 |
| 130年 |
0.578 |
0.733 |
10.770 |
0.598 |
0.607 |
0.755 |
12.649 |
0.677 |
0.875 |
0.933 |
7.280 |
0.618 |
0.914 |
0.955 |
4.123 |
0.843 |
| 135年 |
0.698 |
0.822 |
11.401 |
0.487 |
0.698 |
0.822 |
17.720 |
0.741 |
0.956 |
0.977 |
5.000 |
0.681 |
0.956 |
0.977 |
2.236 |
0.705 |
| 140年 |
0.636 |
0.777 |
8.540 |
0.534 |
0.764 |
0.866 |
11.704 |
0.588 |
0.836 |
0.911 |
1.000 |
0.653 |
0.875 |
0.933 |
2.000 |
0.834 |
| 144年 |
0.525 |
0.688 |
6.827 |
0.568 |
0.578 |
0.733 |
7.280 |
0.619 |
0.730 |
0.844 |
10.000 |
0.843 |
0.914 |
0.955 |
1.000 |
0.935 |
|
| 平均 |
0.607 |
0.755 |
8.485 |
0.546 |
0.666 |
0.800 |
7.182 |
0.692 |
0.764 |
0.866 |
5.716 |
0.778 |
0.875 |
0.933 |
5.228 |
0.856 |
|
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