Author

Ruiyan Liu

Institution: Southern Medical University

Observed institution: Southern Medical University

OpenAlex ID: A5122861234

Explainable machine learning integrating biochemical and metabolomic biomarkers with conventional clinical factors improves chronic kidney disease prediction and risk stratification

2026 · Jing Ma, Ruiyan Liu, et al. · BMC Nephrology

Frailty-related plasma metabolomic signatures predict long-term mortality risk and implicate systemic aging pathways: evidence from a prospective cohort study

2026 · Xiru Zhang, Xin Feng, et al. · npj Aging

Works count: 2

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