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Wen-Wen Shi

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Open access Jul 2026

Interpretable machine learning for predicting mild cognitive impairment in elderly patients with type 2 diabetes mellitus: model development and performance assessment.

An interpretable RF-based model using routine clinical data effectively predicted MCI in elderly patients with T2DM and provided clinically intuitive explanations of risk drivers, and may support risk-stratified cognitive screening and individualized management.

Beibei Dong, Le Wang, Wen-Wen Shi et al. · Scientific Reports · 0 citations