Vulnerability and Protective Factors for PTSD and Depression Symptoms Among Healthcare Workers During COVID-19: A Machine Learning Approach

Vulnerability and Protective Factors for PTSD and Depression Symptoms Among Healthcare Workers During COVID-19: A Machine Learning Approach

Background: Healthcare workers are at high risk for developing mental health problems during the COVID-19 pandemic. There is an urgent need to identify vulnerability and protective factors related to the severity of psychiatric symptoms among healthcare workers to implement targeted prevention and i...

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Bibliographic Details
Main Authors: Liana C. L. Portugal, Camila Monteiro Fabricio Gama, Raquel Menezes Gonçalves, Mauro Vitor Mendlowicz, Fátima Smith Erthal, Izabela Mocaiber, Konstantinos Tsirlis, Eliane Volchan, Isabel Antunes David, Mirtes Garcia Pereira, Leticia de Oliveira
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-01-01
Series:Frontiers in Psychiatry
Subjects:
COVID-19
PTSD
depression
healthcare worker (HCW)
machine learning
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyt.2021.752870/full

Internet

https://www.frontiersin.org/articles/10.3389/fpsyt.2021.752870/full

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