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

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...

Full description

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:
sepsis
machine learning
onset prediction
early detection
systematic review
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2021.607952/full

Similar Items

Similar Items