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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.CV2026

ScribbleDose: Scribble-Guided Dose Prediction in Radiotherapy

Zhenxi Zhang, Yitao Zhuang, Yao Pu +7

Anatomical structure masks are widely adopted in radiotherapy dose prediction, as they provide explicit geometric constraints that facilitate structure-dose coupling. However, conv…

cs.CV2026

TopoMamba: Topology-Aware Scanning and Fusion for Segmenting Heterogeneous Medical Visual Media

Fuchen Zheng, Chengpei Xu, Long Ma +10

Visual state-space models (SSMs) have shown strong potential for medical image segmentation, yet their effectiveness is often limited by two practical issues: axis-biased scan orde…