Predictive determinants of overall survival among re-infected COVID-19 patients using the elastic-net regularized Cox proportional hazards model: a machine-learning algorithm.

Ebrahimi, Vahid; Sharifi, Mehrdad; Mousavi-Roknabadi, Razieh Sadat; Sadegh, Robab; Khademian, Mohammad Hossein; Moghadami, Mohsen; Dehbozorgi, Afsaneh

Ebrahimi, Vahid; Sharifi, Mehrdad; Mousavi-Roknabadi, Razieh Sadat; Sadegh, Robab; Khademian, Mohammad Hossein; Moghadami, Mohsen; Dehbozorgi, Afsaneh.

Afiliación

Ebrahimi V; Department of Biostatistics, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran.
Sharifi M; Emergency Medicine Research Center, Shiraz University of Medical Sciences, Shiraz, Iran.
Mousavi-Roknabadi RS; Emergency Medicine Department, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran.
Sadegh R; Emergency Medicine Research Center, Shiraz University of Medical Sciences, Shiraz, Iran. mousavi_razieh@sums.ac.ir.
Khademian MH; Emergency Medicine Department, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran. mousavi_razieh@sums.ac.ir.
Moghadami M; Emergency Medicine Department, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran.
Dehbozorgi A; Department of Medical Surgical Nursing, School of Nursing and Midwifery, Shiraz University of Medical Sciences, Shiraz, Iran. khademianm@sums.ac.ir.

BMC Public Health ; 22(1): 10, 2022 01 05.

Article en En | MEDLINE | ID: mdl-34986818

Asunto(s)

COVID-19; Algoritmos; Mortalidad Hospitalaria; Humanos; Aprendizaje Automático; Modelos de Riesgos Proporcionales; Estudios Retrospectivos; Factores de Riesgo; SARS-CoV-2

Palabras clave

COVID-19; Elastic-net; Machine-learning; Re-infection; Survival

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: Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Humans Idioma: En Revista: BMC Public Health Asunto de la revista: SAUDE PUBLICA Año: 2022 Tipo del documento: Article País de afiliación: Irán Pais de publicación: Reino Unido

Texto completo

Añadir a Mi BVS

Imprimir

XML

PubMed Links

Buscar en Google