An interpretable deep-learning model for early prediction of sepsis in the emergency department
Author:
Funder
National Science Foundation
National Center for Advancing Translational Sciences
National Institute on Aging
Publisher
Elsevier BV
Subject
General Decision Sciences
Reference34 articles.
1. Sepsis, severe sepsis and septic shock: changes in incidence, pathogens and outcomes;Martin;Expert Rev. Anti Infect. Ther.,2012
2. The third international consensus definitions for sepsis and septic shock (sepsis-3);Singer;JAMA,2016
3. Epidemiology and costs of sepsis in the United States—an analysis based on timing of diagnosis and severity level;Paoli;Crit. Care Med.,2018
4. Validation of a modified early warning score in medical admissions;Subbe;Q. J. Med,2001
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