:github_url: 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: