UG-CEMT, a mean-teacher framework with cross-attention and uncertainty-guided consistency, reports state-of-the-art results on semi-supervised left atrium and prostate MRI segmentation.
Instance localization for self-supervised detection pretraining
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Uncertainty-Guided Cross Attention Ensemble Mean Teacher for Semi-supervised Medical Image Segmentation
UG-CEMT, a mean-teacher framework with cross-attention and uncertainty-guided consistency, reports state-of-the-art results on semi-supervised left atrium and prostate MRI segmentation.