Interpretable machine-learning model for real-time, clustered risk factor analysis of sepsis and septic death in critical care
Author:
Publisher
Elsevier BV
Subject
Health Informatics,Computer Science Applications,Software
Reference23 articles.
1. Assessment of clinical criteria for sepsis: for the third international consensus definitions for sepsis and septic shock (Sepsis-3);Seymour;JAMA,2016
2. Incidence and trends of sepsis in US hospitals using clinical vs claims data, 2009-2014;Rhee;JAMA,2017
3. Sepsis subphenotyping based on organ dysfunction trajectory;Xu;Crit. Care,2022
4. Time to treatment and mortality during mandated emergency care for sepsis;Seymour;N. Engl. J. Med.,2017
5. Prognosis and risk factors of sepsis patients in Chinese ICUs: a retrospective analysis of a cohort database;Qu;Shock,2021
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