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Juanjuan Zhao

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Open access Aug 2026

Dynamic sample augmentation discovers gene biomarker for IgA nephropathy

A dynamic data augmentation method based on Layer-wise Relevance Propagation (LRP) aimed at improving classification performance and biological interpretability under small-sample conditions and through this open-environment enrichment approach, six hub genes were identified as gene markers for IgAN.

Fang Zheng, Juanjuan Zhao, Baoping Jia et al. · Journal of Biological Engine... · 0 citations