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Frontiers in Digital Health

Machine learning models for chronic disease risks using complex survey data: the impact of sample weights

By Hyeonju Kim, Paul Rogers, Dong Wang
Figure 1. Hypertension: ROC and wROC curves (RUS vs. SBC) by Logistic Reg.-L1, EN (α=0.729).
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Figure 1. Hypertension: ROC and wROC curves (RUS vs. SBC) by Logistic Reg.-L1, EN (α=0.729).Hypertension: ROC and wROC curves (RUS vs. SBC) by Logistic Reg.-L1, EN (α=0.729).Kim et al.
Computational studyBiomarkers
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Hyeonju Kim, Paul Rogers, Dong Wang

National Center for Toxicological Research

Frontiers in Digital Health, 10 Aug 2026

doi.org/10.3389/fdgth.2026.1834715PubMed 42639427

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