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Aisha Mustapha Ahmad

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Review Open access Oct 2026

From chronic kidney disease classification to genuine early prediction: a systematic review of artificial intelligence, methodological quality, and translational evidence

Artificial intelligence has been widely applied to chronic kidney disease (CKD), but the term ‘prediction” is frequently used for tasks ranging from contemporaneous disease classification to genuine forecasting of future renal outcomes. This systematic review examined this distinction while evaluating methodologica...

Aminu Bashir Suleiman, A. Garba, Aisha Mustapha Ahmad et al. · 0 citations

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