The comparison of selected machine learning techniques and correlation matrix in ICU mortality risk prediction

The comparison of selected machine learning techniques and correlation matrix in ICU mortality risk prediction

Introduction: Identifying and analyzing mortality risk factors will lead to more accurate planning and prevention in health platforms. This research provides models for predicting mortality in the intensive care unit with machine-learning techniques. Method: We extracted data from 1400 patients'...

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Bibliographic Details
Main Authors: Parnian Asgari, Mir Mohammad Miri, Fahimeh Asgari
Format: Article
Language:English
Published: Elsevier 2022-01-01
Series:Informatics in Medicine Unlocked
Subjects:
Mortality
Data mining
Machine learning
Intensive care unit
Predictive model
Online Access:http://www.sciencedirect.com/science/article/pii/S2352914822001381

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http://www.sciencedirect.com/science/article/pii/S2352914822001381

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