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Author

Wen Liu

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Open access Sep 2026

MedFuse: dual-stream fusion of convolutional and vision transformer-based features for enhanced medical image classification

Medical image classification is fundamental to computer-aided diagnosis. Limited labeled samples, subtle inter-class differences, and heterogeneous lesion morphology make it difficult for a single representation to capture all relevant cues. This study investigates MedFuse, a simple dual-stream framework that combi...

Ya-Jing Ren, Hai Ling, Zheng Gu et al. · 0 citations
Open access Jul 2026

Fault Diagnosis of Rolling Bearings Based on CWT- RT Wavelet Scattering Networks

Comparative and ablation experiments verify that the method has high diagnostic accuracy, strong noise robustness and superior small-sample learning ability, and the full-pipeline latency meets the real-time requirements of IoT edge deployment, providing support for industrial engineering applications.

Hai Ling, Lufan Wang, Wen Liu et al. · 0 citations

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