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Updated: Aug 29, 2025

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A Data-Driven Approach to Quantifying Immune States in Sepsis
Published on: February 7, 2025
306
Lessons in machine learning model deployment learned from sepsis
Patrick G Lyons1, Karandeep Singh2
1Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA; Healthcare Innovation Lab, BJC HealthCare, St. Louis, MO 63110, USA.
Med (New York, N.Y.)
|September 10, 2022
Abstract:
In three recent and related publications, researchers from Johns Hopkins University and Bayesian Health report results from implementing and prospectively evaluating the Targeted Real-time Early Warning System (TREWS) for sepsis at five hospitals.1-3.

