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K. Dujardin

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Open access Sep 2026

Imputation benchmarking in clinical databases: constraint enforcement for bounded neuropsychological assessments.

BACKGROUND Missing data compromise the secondary use of clinical databases, particularly when variables are bounded by clinically defined ranges or discrete scoring rules. Imputation methods may achieve acceptable reconstruction error while producing clinically invalid values. We evaluated a constraint-aware imputation...

Moad Hani, Saïd Mahmoudi, Mohammed Benjelloun et al. · 0 citations

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