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Author

Michael J. Pencina

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Aug 2026

External Validation of the PREVENT Equations in a National Sample of US Adults.

The PREVENT equations accurately and precisely estimate the 10-year risk of CVD, ASCVD, and HF in a large sample of US adults and support the generalizability of the PREVENT equations to inform guideline-recommended risk assessment and preventive efforts.

Sadiya S. Khan, Y. Sang, Xiao-Ning Huang et al. · 0 citations
Open access Aug 2026

A Simplified Metric to Streamline Between-Group Fairness Assessment for Predictive Models: Algorithm Development and Evaluation Study

This study develops and evaluates novel fairness-oriented discrimination metrics for clinical risk prediction that address limitations of within-group and pairwise cross-group approaches, and proposes group-level extensions of the CI and AUC that summarize subgroup-specific performance in a single interpretable measure...

Hao-Yuan Wang, Chuan Hong, Michael J. Pencina et al. · 0 citations

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