Machine Learning-Based Prediction Models for Depression Symptoms Among Chinese Healthcare Workers During the Early COVID-19 Outbreak in 2020: A Cross-Sectional Study

BackgroundThe 2019 novel coronavirus (COVID-19)-related depression symptoms of healthcare workers have received worldwide recognition. Although many studies identified risk exposures associated with depression symptoms among healthcare workers, few have focused on a predictive model using machine le...

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Main Authors: Zhaohe Zhou, Dan Luo, Bing Xiang Yang, Zhongchun Liu
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2022-04-01
Colecção:Frontiers in Psychiatry
Assuntos:
depression
machine learning
COVID-19
health personnel
predictive value of tests
Acesso em linha:https://www.frontiersin.org/articles/10.3389/fpsyt.2022.876995/full
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