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Unsupervised Wasserstein Distance Guided Domain Adaptation for 3D Multi-Domain Liver Segmentation
Deep neural networks have shown exceptional learning capability and gene...
09/06/2020 ∙ by Chenyu You, et al. ∙
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Hepatocellular Carcinoma Intra-arterial Treatment Response Prediction for Improved Therapeutic Decision-Making
This work proposes a pipeline to predict treatment response to intra-art...
12/01/2019 ∙ by Junlin Yang, et al. ∙
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Domain-Agnostic Learning with Anatomy-Consistent Embedding for Cross-Modality Liver Segmentation
Domain Adaptation (DA) has the potential to greatly help the generalizat...
08/27/2019 ∙ by Junlin Yang, et al. ∙
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Unsupervised Domain Adaptation via Disentangled Representations: Application to Cross-Modality Liver Segmentation
A deep learning model trained on some labeled data from a certain source...
07/31/2019 ∙ by Junlin Yang, et al. ∙
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