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Kyungpook National University
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Bidirectional Mamba and dual-graph GCNs can untangle pathology from anatomy in video capsule endoscopy, boosting mAP by nearly 8 points.
MambaLiteUNet achieves state-of-the-art skin lesion segmentation with 93% fewer parameters and 97% fewer GFLOPs than U-Net, proving that efficient architectures can outperform traditional models in medical imaging.