Table 3.
Summary of the Dice score (DC) performance of models trained on the MS dataset (CNNMS and CNNMS-DA) and tested on the OASIS and MS dataset test sets.
OASIS-test set | MS dataset-test set | |||
---|---|---|---|---|
Tissues | CNNMS | CNNMS-DA | CNNMS | CNNMS-DA |
WM | 0.938 | 0.950 | 0.934 | 0.942 |
GM | 0.851 | 0.878 | 0.877 | 0.896 |
LV | 0.947 | 0.954 | 0.957 | 0.957 |
Tha | 0.949 | 0.949 | 0.945 | 0.952 |
HC | 0.905 | 0.910 | 0.900 | 0.906 |
CdN | 0.922 | 0.923 | 0.919 | 0.933 |
Pu | 0.920 | 0.924 | 0.928 | 0.932 |
GP | 0.894 | 0.899 | 0.888 | 0.907 |
ALL | 0.916 | 0.923 | 0.919 | 0.928 |
Highlighted results indicate that median values are larger (P50: Wilcoxon, p < 0.05).