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Author

Jian-Hua Zhang

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Oct 2026

Bilateral Latent Synergy-Informed Residual sEMG Reconstruction for Incomplete Hand Gesture Recognition in Hemiparetic Patients.

Accurate decoding of incomplete hand gestures from residual paretic surface electromyography (sEMG) remains challenging after stroke because voluntary myoelectric activity is often weak, non-stationary, and contaminated by pathological co-activation. This study proposes a Latent Synergy-Informed Purification Network (L...

Ke-Xiang Li, Ye Sun, Jian-Hua Zhang et al. · 0 citations
Open access Aug 2026

Vessel Segmentation Based on a Channel-Attention U-Net Algorithm

Results indicate that CA-UNet provides an effective balance of segmentation accuracy, stability, and computational efficiency for vessel segmentation.

Hui Li, Baozhen Ren, Jiachi Liu et al. · 0 citations

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