Application of Machine Learning in Intensive Care Unit (ICU) Settings Using MIMIC Dataset: Systematic Review

Application of Machine Learning in Intensive Care Unit (ICU) Settings Using MIMIC Dataset: Systematic Review

Modern Intensive Care Units (ICUs) provide continuous monitoring of critically ill patients susceptible to many complications affecting morbidity and mortality. ICU settings require a high staff-to-patient ratio and generates a sheer volume of data. For clinicians, the real-time interpretation of da...

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Bibliographic Details
Main Authors: Mahanazuddin Syed, Shorabuddin Syed, Kevin Sexton, Hafsa Bareen Syeda, Maryam Garza, Meredith Zozus, Farhanuddin Syed, Salma Begum, Abdullah Usama Syed, Joseph Sanford, Fred Prior
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Informatics
Subjects:
intensive care unit
critical care
MIMIC
machine learning
deep learning
systematic review
Online Access:https://www.mdpi.com/2227-9709/8/1/16

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