Concepedia

Prospective, multi-site study of patient outcomes after implementation of the TREWS machine learning-based early warning system for sepsis

Roy J. Adams, Katharine E. Henry, Anirudh Sridharan, Hossein Soleimani, Andong Zhan, Nishi Rawat, Lauren Johnson, David N. Hager, Sara E. Cosgrove, Andrew Markowski,

Nature Medicine · 2022 · 271 citations · 41 references

Open access

Concepts

Health InformaticsMedicinePredictive AnalyticsPatient SafetyDiagnosisPatient OutcomesOutcomes ResearchSepsisPrognosisSepsis PhenotypingPublic HealthDisease ClassificationEarly Warning SystemClinical Decision Support SystemEpidemiologyMulti-site Study

References

41

William A. Knaus, Elizabeth A. Draper, Douglas P. Wagner et al. · Critical Care Medicine · 1985 · 13.4K citations

Epidemiology, Acute Care, Patient Safety +9

The SOFA (Sepsis-related Organ Failure Assessment) score to describe organ dysfunction/failure

Jean‐Louis Vincent, Rui P. Moreno, Jukka Takala et al. · Intensive Care Medicine · 1996 · 11.2K citations

Viral Sepsis, Acute Care, Sepsis +4

Surviving Sepsis Campaign: International Guidelines for Management of Sepsis and Septic Shock: 2016

Andrew Rhodes, Laura Evans, Waleed Alhazzani et al. · Intensive Care Medicine · 2017 · 6.5K citations · Full text

Trauma Resuscitation, Critical Care Management, Acute Care +8

Statsmodels: Econometric and Statistical Modeling with Python

Skipper Seabold, Josef Perktold · Proceedings of the Python in Science Conferences · 2010 · 6.1K citations · Full text

Econometric Model, Engineering, Data Science +12

APACHE II: a severity of disease classification system.

Elizabeth S. Draper · PubMed · 1985 · 6K citations