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Tianxin Li

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Review Open access Aug 2026

AI Models for Predicting Acute Kidney Injury (AKI) and Post-AKI Mortality: Systematic Review and Meta-Analysis

Abstract Background Machine learning (ML) models are increasingly used to predict acute kidney injury (AKI), but validation quality and clinical readiness remain uncertain. Objective This systematic review and meta-analysis aimed to summarize discrimination performance and implementation-relevant gaps for AKI occurrenc...

Hui-Yu Xiao, Jing-Jing Liang, Gao-Ming Li et al. · 0 citations

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