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Functional principal component analysis and sparse-group LASSO to identify associations between biomarker trajectories and mortality among hospitalized SARS-CoV-2 infected individuals

BACKGROUND: A substantial body of clinical research involving individuals infected with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has evaluated the association between in-hospital biomarkers and severe SARS-CoV-2 outcomes, including intubation and death. However, most existing stu...

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Detalles Bibliográficos
Autores principales: Cao, Tingyi, Reeder, Harrison T., Foulkes, Andrea S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10613396/
https://www.ncbi.nlm.nih.gov/pubmed/37898791
http://dx.doi.org/10.1186/s12874-023-02076-3