A Machine Learning-Based Risk Prediction Model for Post-Traumatic Stress Disorder during the COVID-19 Pandemic.

Liu, Yang; Xie, Ya-Nan; Li, Wen-Gang; He, Xin; He, Hong-Gu; Chen, Long-Biao; Shen, Qu

Liu, Yang; Xie, Ya-Nan; Li, Wen-Gang; He, Xin; He, Hong-Gu; Chen, Long-Biao; Shen, Qu.

Afiliación

Liu Y; Department of Nursing, School of Medicine, Xiamen University, Xiamen 361102, China.
Xie YN; Department of Nursing, School of Medicine, Xiamen University, Xiamen 361102, China.
Li WG; Department of Clinical Medicine, School of Medicine, Xiamen University, Xiamen 361102, China.
He X; Department of Computer Science, School of Informatics, Xiamen University, Xiamen 361005, China.
He HG; Alice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore.
Chen LB; Department of Computer Science, School of Informatics, Xiamen University, Xiamen 361005, China.
Shen Q; Department of Nursing, School of Medicine, Xiamen University, Xiamen 361102, China.

Medicina (Kaunas) ; 58(12)2022 Nov 22.

Article en En | MEDLINE | ID: mdl-36556906

Asunto(s)

COVID-19; Trastornos por Estrés Postraumático; Adulto; Humanos; Trastornos por Estrés Postraumático/epidemiología; Trastornos por Estrés Postraumático/etiología; COVID-19/epidemiología; COVID-19/complicaciones; Pandemias; Ansiedad/epidemiología; Ansiedad/etiología; Aprendizaje Automático

Palabras clave

COVID-19; machine learning; mental health; post-traumatic; risk prediction model; stress disorders

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Trastornos por Estrés Postraumático / COVID-19 Tipo de estudio: Etiology_studies / Prognostic_studies / Qualitative_research / Risk_factors_studies Aspecto: Patient_preference Límite: Adult / Humans Idioma: En Revista: Medicina (Kaunas) Asunto de la revista: MEDICINA Año: 2022 Tipo del documento: Article País de afiliación: China Pais de publicación: Suiza

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