Mortality Prediction of Septic Patients in the Emergency Department Based on Machine Learning

Mortality Prediction of Septic Patients in the Emergency Department Based on Machine Learning

In emergency departments, the most common cause of death associated with suspected infected patients is sepsis. In this study, deep learning algorithms were used to predict the mortality of suspected infected patients in a hospital emergency department. During January 2007 and December 2013, 42,220...

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Bibliographic Details
Main Authors: Jau-Woei Perng, I-Hsi Kao, Chia-Te Kung, Shih-Chiang Hung, Yi-Horng Lai, Chih-Min Su
Format: Article
Language:English
Published: MDPI AG 2019-11-01
Series:Journal of Clinical Medicine
Subjects:
deep learning
machine learning
mortality prediction
neural networks
sepsis
Online Access:https://www.mdpi.com/2077-0383/8/11/1906

Internet

https://www.mdpi.com/2077-0383/8/11/1906

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