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Transductive Image Segmentation: Self-training and Effect of Uncertainty Estimation.

, , , , , , , , , , , and . DART/FAIR@MICCAI, volume 12968 of Lecture Notes in Computer Science, page 79-89. Springer, (2021)

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Towards continual learning in medical imaging., , and . CoRR, (2018)Distributional Gaussian Process Layers for Outlier Detection in Image Segmentation., , , , and . IPMI, volume 12729 of Lecture Notes in Computer Science, page 415-427. Springer, (2021)Post-Deployment Adaptation with Access to Source Data via Federated Learning and Source-Target Remote Gradient Alignment., , , and . MLMI@MICCAI (2), volume 14349 of Lecture Notes in Computer Science, page 253-263. Springer, (2023)Domain Generalization via Model-Agnostic Learning of Semantic Features., , , and . NeurIPS, page 6447-6458. (2019)Stochastic Segmentation Networks: Modelling Spatially Correlated Aleatoric Uncertainty., , , , , , , and . NeurIPS, (2020)Overfitting of Neural Nets Under Class Imbalance: Analysis and Improvements for Segmentation., , and . MICCAI (3), volume 11766 of Lecture Notes in Computer Science, page 402-410. Springer, (2019)Image-Level Harmonization of Multi-site Data Using Image-and-Spatial Transformer Networks., , , , , , , and . MICCAI (7), volume 12267 of Lecture Notes in Computer Science, page 710-719. Springer, (2020)Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation., , , , , , , and . Medical Image Anal., (2017)Advancing efficiency and robustness of neural networks for imaging.. Imperial College London, UK, (2020)British Library, EThOS.Unsupervised domain adaptation in brain lesion segmentation with adversarial networks., , , , , , , , , and 1 other author(s). CoRR, (2016)