TABLE I. Comparison Between Existing Approaches and Our MINI.
| Cutout | CutMix | Mixup | MINI | |
|---|---|---|---|---|
| Full volume region | × | √ | √ | √ |
| Mixed label | × | √ | √ | √ |
| Complete lesion | × | × | √ | √ |
| Cross slice fusion | × | × | × | √ |
| Cutout | CutMix | Mixup | MINI | |
|---|---|---|---|---|
| Full volume region | × | √ | √ | √ |
| Mixed label | × | √ | √ | √ |
| Complete lesion | × | × | √ | √ |
| Cross slice fusion | × | × | × | √ |