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Small data Domain Adaption MRI Liver Segmentation, CT (label, CAT, model_D…
Small data Domain Adaption MRI Liver Segmentation
CT
label
CAT
CAT
MRI model
DiceLoss
share_model_MRI.bin
model_D_image_source
BCEloss
MRI
label
model_D_image_target
BCEloss
CT
model_CT
DiceLoss
model_D_pred_source
BCELoss
label
Gen_CT2MRI
fakeMRI
model_MRI
DiceLoss
model_D_pred_target
BCELoss
Gen_MRI2CT
CT
model_D_image_target
BCELoss
MRI
model_MRI
DiceLoss
model_D_pred_target
BCELoss
label
Gen_MRI2CT
fakeCT
model_CT
DiceLoss
model_D_pred_source
BCELoss
Gen_CT2MRI
MRI
model_D_image_source
BCELoss
share_model_MRI.bin
MRI model
CT model
CT
model_CT
pred_CT
model_D_pred_source
BCEloss
model_D_image_source
BCELoss
MRI
model_MRI
pred_CT
model_D_pred_target
BCEloss
model_D_image_target
BCELoss
CT
Gen_CT2MRI
fakeMRI
model_D_image_target
BCELoss
model_MRI
model_D_pred_target
BCELoss
Gen_MRI2CT
L1 Loss
MRI
Gen_MRI2CT
fakeCT
model_D_image_source
BCELoss
model_CT
model_D_pred_source
BCELoss
Gen_CT2MRI
L1 loss
NonLabel MRI
Gen_MRI2CT
fakeCT
model_CT
fake_CT_pred
Consist loss (L1)
model_D_pred_source
BCELoss
Gen_CT2MRI
NonLabel MRI
model_D_image_source
BCELoss
model_MRI
MRI_pred
model_D_pred_target
BCELoss
MRI image