SepsisCalc adds machine-estimated clinical calculator scores as confidence-gated nodes in temporal graphs, improving early sepsis prediction AUC over baselines on MIMIC-III, AmsterdamUMCdb, and OSUWMC.
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SepsisCalc: Integrating Clinical Calculators into Early Sepsis Prediction via Dynamic Temporal Graph Construction
SepsisCalc adds machine-estimated clinical calculator scores as confidence-gated nodes in temporal graphs, improving early sepsis prediction AUC over baselines on MIMIC-III, AmsterdamUMCdb, and OSUWMC.