Author

Xuan Tao

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Open access Sep 2026

Histological grading of tertiary lymphoid structures correlates with renal impairment and adverse outcomes in ANCA-associated glomerulonephritis

Background Tertiary lymphoid structures (TLS) are organized immune aggregates that develop in non-lymphoid tissues during chronic inflammation and are associated with adverse outcomes in various kidney diseases. Their role in antineutrophil cytoplasmic antibody (ANCA)-associated glomerulonephritis remains poorly charac...

Yu-Jia Wang, Kai-Qi Huang, Jia-Ye Fang et al. · Frontiers in Immunology · 0 citations

Review Open access Jul 2026

Generating guideline-concordant and safe recommendations for diabetic kidney disease management via a hierarchical retrieval-augmented large language model.

This study demonstrates that anchoring LLMs with authoritative knowledge effectively mitigates hallucination risks and enhances clinical reliability, and reveals that the RAG-enhanced system significantly outperforms unaugmented models in providing accurate, guideline-compliant recommendations.

Xuan Tao, Lan Tian, Chenhao Fang et al. · npj Digital Medicine · 0 citations