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ResearchFormerly WizWand

Prostate MRI Segmentation on Multi-site Average (Unseen)

88.16Dice ScoreDCA-Net(ours)
85.414486.127286.8487.5528Sep 18, 2021
Updated 8mo ago

Evaluation results

MethodLinks
DCA-Net(ours)Training protocol=Domain Generalization, Loss functions=Lseg + Lcomp + Ldiv, PDP basis preceptors (N)=82021.0988.161.29
DCA-Net(N=16)Training protocol=Domain Generalization, Loss functions=Lseg + Lcomp + Ldiv, PDP basis preceptors (N)=162021.0987.591.36
DCA-Net(N=4)Training protocol=Domain Generalization, Loss functions=Lseg + Lcomp + Ldiv, PDP basis preceptors (N)=42021.0987.491.36
DCA-Net*Training protocol=Domain Generalization, Loss functions=Lseg + Lcomp2021.0987.361.32
SAMLTraining protocol=Domain Generalization2021.0987.161.58
MASFTraining protocol=Domain Generalization2021.0986.551.81
BigAugTraining protocol=Domain Generalization2021.0986.211.93
DeepAllTraining protocol=DeepAll2021.0985.522.18