Machine Learning-Based COVID-19 Patients Triage Algorithm Using Patient-Generated Health Data from Nationwide Multicenter Database

Introduction A prompt severity assessment model of patients with confirmed infectious diseases could enable efficient diagnosis while alleviating burden on the medical system. This study aims to develop a SARS-CoV-2 severity assessment model and establish a medical system that allows patients to che...

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Veröffentlicht in:	Infectious diseases and therapy 2022-04, Vol.11 (2), p.787-805
Hauptverfasser:	Park, Min Sue, Jo, Hyeontae, Lee, Haeun, Jung, Se Young, Hwang, Hyung Ju
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Analysis Communicable diseases COVID-19 Datasets Development and progression Health aspects Infectious Diseases Internal Medicine Machine learning Medicine Medicine & Public Health Mortality Original Research Risk assessment Sensitivity analysis Severe acute respiratory syndrome coronavirus 2 South Korea
Online-Zugang:	Volltext
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