Table 7. The segmentation effect of different segmentation techniques on the ACDC test set.
| Dice index | ||||||
|---|---|---|---|---|---|---|
| RV | MYO | LV | ||||
| ED | ES | ED | ES | ED | ES | |
| NCDN | 0.932 | 0.882 | 0.899 | 0.911 | 0.966 | 0.916 |
| Isensee et al. (2018) | 0.946 | 0.904 | 0.896 | 0.919 | 0.965 | 0.933 |
| Zotti et al. (2018) | 0.934 | 0.885 | 0.886 | 0.902 | 0.964 | 0.912 |
| Painchaud et al. (2020) | 0.933 | 0.884 | 0.881 | 0.897 | 0.961 | 0.911 |
| Khened, Alex & Krishnamurthi (2018) | 0.941 | 0.882 | 0.889 | 0.898 | 0.964 | 0.917 |
| Baumgartner et al. (2017) | 0.935 | 0.879 | 0.882 | 0.897 | 0.963 | 0.911 |
| Wolterink et al. (2017) | 0.932 | 0.883 | 0.892 | 0.901 | 0.961 | 0.918 |
| Rohé, Sermesant & Pennec (2017) | 0.928 | 0.872 | 0.884 | 0.896 | 0.957 | 0.900 |
| Zotti et al. (2017) | 0.916 | 0.845 | 0.875 | 0.894 | 0.957 | 0.905 |
| Patravali, Jain & Chilamkurthy (2017) | 0.911 | 0.819 | 0.867 | 0.869 | 0.955 | 0.885 |
| Grinias & Tziritas (2018) | 0.887 | 0.767 | 0.799 | 0.784 | 0.948 | 0.848 |
Notes.
Optimal values are indicated in bold.