Early Prediction of Sepsis in the ICU Using Machine Learning: A Systematic Review

Background: Sepsis is among the leading causes of death in intensive care units (ICUs) worldwide and its recognition, particularly in the early stages of the disease, remains a medical challenge. The advent of an affluence of available digital health data has created a setting in which machine learn...

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Bibliographic Details
Main Authors: Michael Moor, Bastian Rieck, Max Horn, Catherine R. Jutzeler, Karsten Borgwardt
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-05-01
Series:Frontiers in Medicine
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2021.607952/full