| https://github.com/Project-MONAI/MONAI | |
| .. _losses: | |
| Loss functions | |
| ============== | |
| Segmentation Losses | |
| ------------------- | |
| .. automodule:: monai.losses | |
| .. currentmodule:: monai.losses | |
| `DiceLoss` | |
| ~~~~~~~~~~ | |
| .. autoclass:: DiceLoss | |
| :members: | |
| .. autoclass:: Dice | |
| :members: | |
| .. autoclass:: dice | |
| :members: | |
| `MaskedDiceLoss` | |
| ~~~~~~~~~~~~~~~~ | |
| .. autoclass:: MaskedDiceLoss | |
| :members: | |
| `GeneralizedDiceLoss` | |
| ~~~~~~~~~~~~~~~~~~~~~ | |
| .. autoclass:: GeneralizedDiceLoss | |
| :members: | |
| .. autoclass:: generalized_dice | |
| :members: | |
| `FocalLoss` | |
| ~~~~~~~~~~~ | |
| .. autoclass:: FocalLoss | |
| :members: | |
| `TverskyLoss` | |
| ~~~~~~~~~~~~~ | |
| .. autoclass:: TverskyLoss | |
| :members: | |