Table 2.
SI values for CSF, GM, and WM tissues in T1WI MR images using SPM12-s, SPM8-s, SPM8-N-s, and FAST-s to compare the classification results of these tissues with the ground truth from BrainWeb.
| Similarity index | SPM12-s | SPM8-s | SPM8-N-s | FAST-s | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GM | WM | CSF | GM | WM | CSF | GM | WM | CSF | GM | WM | CSF | |
| n0rf0 | 0.795 | 0.614 | 0.839 | 0.892 | 0.879 | 0.839 | 0.949 | 0.961 | 0.851 | 0.818 | 0.807 | 0.769 |
| n1rf0 | 0.905 | 0.901 | 0.848 | 0.936 | 0.958 | 0.846 | 0.947 | 0.963 | 0.853 | 0.865 | 0.901 | 0.761 |
| n3rf0 | 0.925 | 0.952 | 0.821 | 0.934 | 0.960 | 0.853 | 0.938 | 0.958 | 0.846 | 0.900 | 0.962 | 0.739 |
| n5rf0 | 0.917 | 0.940 | 0.824 | 0.922 | 0.939 | 0.807 | 0.918 | 0.936 | 0.831 | 0.887 | 0.951 | 0.729 |
| n1rf20 | 0.906 | 0.902 | 0.848 | 0.934 | 0.958 | 0.845 | 0.943 | 0.961 | 0.846 | 0.879 | 0.925 | 0.764 |
| n3rf20 | 0.927 | 0.954 | 0.824 | 0.932 | 0.959 | 0.850 | 0.939 | 0.958 | 0.845 | 0.903 | 0.963 | 0.749 |
| n5rf20 | 0.918 | 0.941 | 0.823 | 0.921 | 0.940 | 0.851 | 0.920 | 0.937 | 0.831 | 0.893 | 0.953 | 0.749 |