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Author

Yue Hu

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Aug 2026

A Novel Boundary‐Aware Hybrid CNN–Transformer Framework for Breast Cancer Detection in Ultrasound Images

Recent advancements in breast cancer detection using deep CNNs and vision transformers (ViTs) on breast ultrasound images (BUSI) have demonstrated strong performance. However, model complexity and variations in contrast, texture, and morphology continue to limit effectiveness. This study introduces the CB‐Res‐RBCMT, a...

Aamir Mehmood, Yue Hu, J. Hoxha et al. · 0 citations
Jul 2026

VSS-SAM++: Visual State Space-Aware SAM for 3D Medical Image Segmentation.

VSS-SAM++ is introduced, a novel dual-branch architecture that combines SAM's foundational visual priors with Vision Mamba's capacity for modeling long-range spatial dependencies and its robustness to domain shifts and scalability across diverse modalities highlights its potential for clinical deployment.

Jinxuan Lyu, Bin Zhang, Yipan Wang et al. · 0 citations

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