Validating a Widely Implemented Deterioration Index Model Among Hospitalized COVID-19 Patients.
作者： Karandeep Singh , Thomas S. Valley , Shengpu Tang , Benjamin Y. Li , Fahad Kamran
DOI: 10.1101/2020.04.24.20079012
关键词:
摘要: Introduction The coronavirus disease 2019 (COVID-19) pandemic is straining the capacity of US healthcare systems. Accurately identifying subgroups of hospitalized COVID-19 patients …
sci-hub.st 参考文章(14)
Patricia Kipnis, Benjamin J. Turk, David A. Wulf, Juan Carlos LaGuardia, Vincent Liu, Matthew M. Churpek, Santiago Romero-Brufau, Gabriel J. Escobar, Development and validation of an electronic medical record-based alert score for detection of inpatient deterioration outside the ICU. Journal of Biomedical Informatics. ,vol. 64, pp. 10- 19 ,(2016) , 10.1016/J.JBI.2016.09.013
Sharon E Davis, Thomas A Lasko, Guanhua Chen, Edward D Siew, Michael E Matheny, Calibration drift in regression and machine learning models for acute kidney injury. Journal of the American Medical Informatics Association. ,vol. 24, pp. 1052- 1061 ,(2017) , 10.1093/JAMIA/OCX030
Brian C. Wengerter, Kevin Y. Pei, David Asuzu, Kimberly A. Davis, Rothman Index variability predicts clinical deterioration and rapid response activation. American Journal of Surgery. ,vol. 215, pp. 37- 41 ,(2018) , 10.1016/J.AMJSURG.2017.07.031
Malcolm Green, Harvey Lander, Ashley Snyder, Paul Hudson, Matthew Churpek, Dana Edelson, Comparison of the Between the Flags calling criteria to the MEWS, NEWS and the electronic Cardiac Arrest Risk Triage (eCART) score for the identification of deteriorating ward patients. Resuscitation. ,vol. 123, pp. 86- 91 ,(2018) , 10.1016/J.RESUSCITATION.2017.10.028
Jeeheh Oh, Maggie Makar, Christopher Fusco, Robert McCaffrey, Krishna Rao, Erin E. Ryan, Laraine Washer, Lauren R. West, Vincent B. Young, John Guttag, David C. Hooper, Erica S. Shenoy, Jenna Wiens, A Generalizable, Data-Driven Approach to Predict Daily Risk of Clostridium difficile Infection at Two Large Academic Health Centers Infection Control and Hospital Epidemiology. ,vol. 39, pp. 425- 433 ,(2018) , 10.1017/ICE.2018.16
Ben Van Calster, Laure Wynants, Dirk Timmerman, Ewout W Steyerberg, Gary S Collins, Predictive analytics in health care : how can we know it works? Journal of the American Medical Informatics Association. ,vol. 26, pp. 1651- 1654 ,(2019) , 10.1093/JAMIA/OCZ130
Mei L. Ngan, Patrick J. Grother, Kayee K. Hanaoka, Face Recognition Vendor Test (FRVT) part 2 :: identification NIST Interagency/Internal Report (NISTIR) - 8271. ,(2019) , 10.1002/HTTPS://DOI.ORG/10.6028/NIST.IR.8271
Ziad Obermeyer, Brian Powers, Christine Vogeli, Sendhil Mullainathan, Dissecting racial bias in an algorithm used to manage the health of populations Science. ,vol. 366, pp. 447- 453 ,(2019) , 10.1126/SCIENCE.AAX2342
Patrick Grother, Mei Ngan, Kayee Hanaoka, Face recognition vendor test part 3:: demographic effects National Institute of Standards and Technology. ,(2019) , 10.6028/NIST.IR.8280
Ezekiel J. Emanuel, Govind Persad, Ross Upshur, Beatriz Thome, Michael Parker, Aaron Glickman, Cathy Zhang, Connor Boyle, Maxwell Smith, James P. Phillips, Fair Allocation of Scarce Medical Resources in the Time of Covid-19. The New England Journal of Medicine. ,vol. 382, pp. 2049- 2055 ,(2020) , 10.1056/NEJMSB2005114