Author

Yi Zhang

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Open access Sep 2026

Steel surface small defect target detection based on improved YOLOv8

An improved YOLOv8 network-based detection algorithm is proposed that incorporates a designed iRMB module that enhances multi-scale feature fusion through multi-layer feature extraction and residual structures, thereby improving the model’s ability to recognize small defects on steel surfaces.

Ya-Chao Si, Yi Zhang, Ming-Zhan Zhao · Scientific Reports · 0 citations

Open access Aug 2026

A medical image classification algorithm based on a hierarchical and complementary attention-enhanced Swin Transformer model

Comparisons across all datasets confirm that the proposed framework exhibits strong robustness and generalization capability when processing multiple medical imaging modalities, thereby providing reliable technical support for computer-aided medical diagnosis systems.

Ya-Chao Si, Yi Zhang, Ming-Zhan Zhao · Scientific Reports · 1 citation