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Toward a two-tier clinical warning system for hospitalized patients.
Hackmann G, Chen M, Chipara O, Lu C, Chen Y, Kollef M, Bailey TC. Hackmann G, et al. AMIA Annu Symp Proc. 2011;2011:511-9. Epub 2011 Oct 22. AMIA Annu Symp Proc. 2011. PMID: 22195105 Free PMC article.
Mortality Prediction in ICUs Using A Novel Time-Slicing Cox Regression Method.
Wang Y, Chen W, Heard K, Kollef MH, Bailey TC, Cui Z, He Y, Lu C, Chen Y. Wang Y, et al. AMIA Annu Symp Proc. 2015 Nov 5;2015:1289-95. eCollection 2015. AMIA Annu Symp Proc. 2015. PMID: 26958269 Free PMC article.
Using machine learning techniques to develop forecasting algorithms for postoperative complications: protocol for a retrospective study.
Fritz BA, Chen Y, Murray-Torres TM, Gregory S, Ben Abdallah A, Kronzer A, McKinnon SL, Budelier T, Helsten DL, Wildes TS, Sharma A, Avidan MS. Fritz BA, et al. BMJ Open. 2018 Apr 10;8(4):e020124. doi: 10.1136/bmjopen-2017-020124. BMJ Open. 2018. PMID: 29643160 Free PMC article.
Mortality and Length of Stay Trends Following Implementation of a Rapid Response System and Real-Time Automated Clinical Deterioration Alerts.
Kollef MH, Heard K, Chen Y, Lu C, Martin N, Bailey T. Kollef MH, et al. Am J Med Qual. 2017 Jan/Feb;32(1):12-18. doi: 10.1177/1062860615613841. Epub 2016 Jul 9. Am J Med Qual. 2017. PMID: 26566998 Free PMC article.
Real-time automated clinical deterioration alerts predict thirty-day hospital readmission.
Micek ST, Samant M, Bailey T, Chen Y, Lu C, Heard K, Kollef MH. Micek ST, et al. J Hosp Med. 2016 Nov;11(11):768-772. doi: 10.1002/jhm.2617. Epub 2016 Jun 3. J Hosp Med. 2016. PMID: 27256009 Free PMC article.
A trial of a real-time alert for clinical deterioration in patients hospitalized on general medical wards.
Bailey TC, Chen Y, Mao Y, Lu C, Hackmann G, Micek ST, Heard KM, Faulkner KM, Kollef MH. Bailey TC, et al. J Hosp Med. 2013 May;8(5):236-42. doi: 10.1002/jhm.2009. Epub 2013 Feb 25. J Hosp Med. 2013. PMID: 23440923 Clinical Trial.
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