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ITU-DESC: a missingness-aware machine-learning dementia risk score in the UK Biobank cohort

Kavaklı, Abdullah et al.
arXiv (All) · Papers
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i-2-1j-3machine-learning
Background: Existing dementia risk scores rely on fixed, pre-selected features and linear models, or ignore bias from informative missingness in cohort data. Here we introduce the Istanbul Technical University Dementia Risk Score (ITU-DESC), an explainable machine-learning score for incident all-cau
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