Annotation-efficient medical image segmentation via cross-latent graphs and vector-quantized memory
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Medical image segmentation plays a vital role in computer-assisted diagnosis, yet the heavy reliance on large-scale pixel-level annotations limits its scalability in real-world clinical applications. To alleviate this bottleneck, we propose a framework for ann... ...