Leading Predictors of COVID-19-Related Poor Mental Health in Adult Asian Indians: An Application of Extreme Gradient Boosting and Shapley Additive Explanations.

Ikram, Mohammad; Shaikh, Nazneen Fatima; Vishwanatha, Jamboor K; Sambamoorthi, Usha

Ikram, Mohammad; Shaikh, Nazneen Fatima; Vishwanatha, Jamboor K; Sambamoorthi, Usha.

Afiliación

Ikram M; Department of Pharmaceutical Systems and Policy, School of Pharmacy, West Virginia University, Robert C. Byrd Health Sciences Center [North], P.O. Box 9510, Morgantown, WV 26506-9510, USA.
Shaikh NF; Department of Pharmaceutical Systems and Policy, School of Pharmacy, West Virginia University, Robert C. Byrd Health Sciences Center [North], P.O. Box 9510, Morgantown, WV 26506-9510, USA.
Vishwanatha JK; Department of Microbiology, Immunology and Genetics, University of North Texas Health Science Center, Fort Worth, TX 76107, USA.
Sambamoorthi U; Department of Pharmacotherapy, University of North Texas Health Science Center, Fort Worth, TX 76107, USA.

Int J Environ Res Public Health ; 20(1)2022 12 31.

Article en En | MEDLINE | ID: mdl-36613095

Asunto(s)

COVID-19; Humanos; Adulto; Masculino; Femenino; Estados Unidos; Persona de Mediana Edad; COVID-19/epidemiología; Salud Mental; Estudios Transversales; Pandemias; Pueblo Asiatico

Palabras clave

COVID-19; XGBoost; adult Asian Indians; discrimination; economic crisis; interpersonal trust; machine learning; mental health; predictors; sleep disturbance

Texto completo

Añadir a Mi BVS

Imprimir

XML

PubMed Links

Buscar en Google

Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: COVID-19 Tipo de estudio: Observational_studies / Prevalence_studies / Prognostic_studies / Risk_factors_studies Límite: Adult / Female / Humans / Male / Middle aged País/Región como asunto: America do norte Idioma: En Revista: Int J Environ Res Public Health Año: 2022 Tipo del documento: Article País de afiliación: Estados Unidos Pais de publicación: Suiza

Texto completo

Añadir a Mi BVS

Imprimir

XML

PubMed Links

Buscar en Google