# Copyright (c) MONAI Consortium # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # http://www.apache.org/licenses/LICENSE-2.0 # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from __future__ import annotations from .adversarial_loss import PatchAdversarialLoss from .barlow_twins import BarlowTwinsLoss from .cldice import SoftclDiceLoss, SoftDiceclDiceLoss from .contrastive import ContrastiveLoss from .deform import BendingEnergyLoss, DiffusionLoss from .dice import ( Dice, DiceCELoss, DiceFocalLoss, DiceLoss, GeneralizedDiceFocalLoss, GeneralizedDiceLoss, GeneralizedWassersteinDiceLoss, MaskedDiceLoss, dice_ce, dice_focal, generalized_dice, generalized_dice_focal, generalized_wasserstein_dice, ) from .ds_loss import DeepSupervisionLoss from .focal_loss import FocalLoss from .giou_loss import BoxGIoULoss, giou from .hausdorff_loss import HausdorffDTLoss, LogHausdorffDTLoss from .image_dissimilarity import GlobalMutualInformationLoss, LocalNormalizedCrossCorrelationLoss from .multi_scale import MultiScaleLoss from .perceptual import PerceptualLoss from .spatial_mask import MaskedLoss from .spectral_loss import JukeboxLoss from .ssim_loss import SSIMLoss from .sure_loss import SURELoss from .tversky import TverskyLoss from .unified_focal_loss import AsymmetricUnifiedFocalLoss