Ensemble Machine Learning Models for Predicting Patients With High Usage: Model Validation and Economic Impact Analysis.

JMIR Med Inform · 2026 · PMC12966819 · PMID 41719547

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an increasing trendno p-value reported

Inpatient usage showed an increasing trend, with gross inpatient bills (unadjusted for inflation) rising from a nominal value of SGD $808 (US $590) million in 2019 to SGD $1.01 billion (US $737 million) in 2022.

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