Journal of clinical medicine
Hospital-Wide Sepsis Detection: A Machine Learning Model Based on Prospectively Expert-Validated Cohort.
Marcio Borges-Sa, Andres Giglio, Maria Aranda, Antonia Socias, Alberto Del Castillo, Cristina Pruenza, Gonzalo Hernández, Sofía Cerdá, Lorenzo Socias, Victor Estrada, Roberto de la Rica, Elisa Martin, Ignacio Martin-Loeches
Published: 202610.3390/jcm15020855
Abstract
Background/Objectives: Sepsis detection remains challenging due to clinical heterogeneity and limitations of traditional scoring systems. This study developed and validated a hospital-wide machine learning model for sepsis detection using retrospecti…
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