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- research-articleDecember 2022
Optimizing the First Response to Sepsis: An Electronic Health Record-Based Markov Decision Process Model
- Erik Rosenstrom,
- Sareh Meshkinfam,
- Julie Simmons Ivy,
- Shadi Hassani Goodarzi,
- Muge Capan,
- Jeanne Huddleston,
- Santiago Romero-Brufau
Decision Analysis (INFORMS-DA), Volume 19, Issue 4Pages 265–296https://doi.org/10.1287/deca.2022.0455Sepsis is considered a medical emergency where delays in initial treatment are associated with increased morbidity and mortality, yet there is no gold standard for identifying sepsis onset and thus treatment timing. We leverage electronic health record (...