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Christopher Winslow
Researcher at NorthShore University HealthSystem
Publications - 16
Citations - 1203
Christopher Winslow is an academic researcher from NorthShore University HealthSystem. The author has contributed to research in topics: Early warning score & Medicine. The author has an hindex of 7, co-authored 11 publications receiving 805 citations. Previous affiliations of Christopher Winslow include University of Chicago.
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Journal ArticleDOI
Multicenter Comparison of Machine Learning Methods and Conventional Regression for Predicting Clinical Deterioration on the Wards.
Matthew M. Churpek,Trevor C. Yuen,Christopher Winslow,David O. Meltzer,Michael W. Kattan,Dana P. Edelson +5 more
TL;DR: It is found that several machine learning methods more accurately predicted clinical deterioration than logistic regression and use of detection algorithms derived from these techniques may result in improved identification of critically ill patients on the wards.
Journal ArticleDOI
Incidence and Prognostic Value of the Systemic Inflammatory Response Syndrome and Organ Dysfunctions in Ward Patients.
TL;DR: The findings suggest that screening ward patients using SIRS criteria for identifying those with sepsis would be impractical, and almost half of patients hospitalized on the wards developed SirS at least once during their ward stay.
Journal ArticleDOI
Multicenter Development and Validation of a Risk Stratification Tool for Ward Patients
Matthew M. Churpek,Trevor C. Yuen,Christopher Winslow,Ari Robicsek,David O. Meltzer,Robert D. Gibbons,Dana P. Edelson +6 more
TL;DR: An accurate ward risk stratification tool using commonly collected electronic health record variables in a large multicenter dataset was developed and validated and was more accurate than the MEWS in the validation dataset for all outcomes.
Journal ArticleDOI
Association between intensive care unit transfer delay and hospital mortality: A multicenter investigation.
Matthew M. Churpek,Blair Wendlandt,Frank J. Zadravecz,Richa Adhikari,Christopher Winslow,Dana P. Edelson +5 more
TL;DR: Use of an evidence-based early warning score, such as eCART, could lead to timely ICU transfer and reduced preventable death, and is associated with increased hospital length of stay and mortality.
Journal ArticleDOI
Comparison of Early Warning Scoring Systems for Hospitalized Patients With and Without Infection at Risk for In-Hospital Mortality and Transfer to the Intensive Care Unit.
Vincent X. Liu,Yun Lu,Kyle A Carey,Emily R. Gilbert,Majid Afshar,Mary Akel,Nirav S. Shah,Nirav S. Shah,John Dolan,Christopher Winslow,Patricia Kipnis,Dana P. Edelson,Gabriel J. Escobar,Matthew M. Churpek +13 more
TL;DR: Results suggest that, among common points-based scoring systems, using the National Early Warning Score for inpatient risk stratification could identify patients with and without infection at high risk of mortality.