Machine Learning-Based Early Prediction of Sepsis Using Electronic Health Records: A Systematic Review

Machine Learning-Based Early Prediction of Sepsis Using Electronic Health Records: A Systematic Review

Background: Sepsis, a life-threatening infection-induced inflammatory condition, has significant global health impacts. Timely detection is crucial for improving patient outcomes as sepsis can rapidly progress to severe forms. The application of machine learning (ML) and deep learning (DL) to predic...

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Bibliographic Details
Main Authors: Khandaker Reajul Islam, Johayra Prithula, Jaya Kumar, Toh Leong Tan, Mamun Bin Ibne Reaz, Md. Shaheenur Islam Sumon, Muhammad E. H. Chowdhury
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Journal of Clinical Medicine
Subjects:
sepsis
machine learning
deep learning
early prediction
electronic health record
intensive care unit (ICU)
Online Access:https://www.mdpi.com/2077-0383/12/17/5658

Internet

https://www.mdpi.com/2077-0383/12/17/5658

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