Machine learning prediction for COVID-19 disease severity at hospital admission

Machine learning prediction for COVID-19 disease severity at hospital admission

Abstract Importance Early prognostication of patients hospitalized with COVID-19 who may require mechanical ventilation and have worse outcomes within 30 days of admission is useful for delivering appropriate clinical care and optimizing resource allocation. Objective To develop machine learning mod...

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Bibliographic Details
Main Authors: Ganesh Raman, Bilal Ashraf, Yusuf Kemal Demir, Corey D. Kershaw, Sreekanth Cheruku, Murat Atis, Ahsen Atis, Mustafa Atar, Weina Chen, Ibrahim Ibrahim, Taha Bat, Mutlu Mete
Format: Article
Language:English
Published: BMC 2023-03-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Laboratory markers
COVID-19
SARS-CoV-2
Prediction
Scoring
Machine learning
Online Access:https://doi.org/10.1186/s12911-023-02132-4

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