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20242026
most citedSMAFormer: Synergistic Multi-Attention Transformer for Medical Image Segmentation

2 citations · 2 across the 8 of their papers we have counts for

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cs.CV2025

HBFormer: A Hybrid-Bridge Transformer for Microtumor and Miniature Organ Segmentation

Fuchen Zheng, Xinyi Chen, Weixuan Li +6

Medical image segmentation is a cornerstone of modern clinical diagnostics. While Vision Transformers that leverage shifted window-based self-attention have established new benchma…

cs.CV2025

Adaptive Morph-Patch Transformer for Aortic Vessel Segmentation

Zhenxi Zhang, Fuchen Zheng, Adnan Iltaf +6

Accurate segmentation of aortic vascular structures is critical for diagnosing and treating cardiovascular diseases.Traditional Transformer-based models have shown promise in this…