Development and External Validation of Clinical Features-based Machine Learning Models for Predicting COVID-19 in the Emergency Department

Development and External Validation of Clinical Features-based Machine Learning Models for Predicting COVID-19 in the Emergency Department

Introduction: Timely diagnosis of patients affected by an emerging infectious disease plays a crucial role in treating patients and avoiding disease spread. In prior research, we developed an approach by using machine learning (ML) algorithms to predict serious acute respiratory syndrome coronavirus...

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Bibliographic Details
Main Authors: Joyce Tay, Yi-Hsuan Yen, Kevin Rivera, Eric H Chou, Chih-Hung Wang, Fan-Ya Chou, Jen-Tang Sun, Shih-Tsung Han, Tzu-Ping Tsai, Yen-Chia Chen, Toral Bhakta, Chu-Lin Tsai, Tsung-Chien Lu, Matthew Huei-Ming Ma
Format: Article
Language:English
Published: eScholarship Publishing, University of California 2023-12-01
Series:Western Journal of Emergency Medicine
Online Access:https://escholarship.org/uc/item/2096p810

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https://escholarship.org/uc/item/2096p810

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