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Author

Madison Bills

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Open access Oct 2026

Development and Internal Validation of an Electronic Medical Record–Based Machine Learning Model for Frailty Prediction in Hospitalized Patients: Retrospective Cohort Study

Abstract Background Frailty is prevalent among hospitalized patients and is associated with increased risk of complications, prolonged hospitalization, higher mortality, and health care costs. Existing frailty screening tools, including the Clinical Frailty Scale (CFS) and Hospital Frailty Risk Score (HFRS), have limit...

Georgina Christine Laurea Szabo, Madison Bills, Matthew Williams et al. · 0 citations

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