KnowSAM couples multi-view co-training, learnable dense prompting of SAM, and SAM-to-student knowledge distillation to boost semi-supervised medical image segmentation and reports SOTA Dice scores across five benchmarks.
Uncertainty-aware hierarchical aggregation network for medical image segmentation,
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Learnable Prompting SAM-induced Knowledge Distillation for Semi-supervised Medical Image Segmentation
KnowSAM couples multi-view co-training, learnable dense prompting of SAM, and SAM-to-student knowledge distillation to boost semi-supervised medical image segmentation and reports SOTA Dice scores across five benchmarks.