Application of Sparse Linear Discriminant Analysis and Elastic Net for Diagnosis of IgA Nephropathy: Statistical and Biological Viewpoints

BACKGROUND: IgA nephropathy (IgAN) is the most common primary glomerulonephritis diagnosed based on renal biopsy. Mesangial IgA deposits along with the proliferation of mesangial cells are the histologic hallmark of IgAN. Non-invasive diagnostic tools may help to prompt diagnosis and therapy. The di...

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Detalles Bibliográficos
Autores principales: Majd, Tahereh Mohammadi, Kalantari, Shiva, Shahraki, Hadi Raeisi, Nafar, Mohsen, Almasi, Afshin, Samavat, Shiva, Parvin, Mahmoud, Hashemian, Amirhossein
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Pasteur Institute 2018
Materias:
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Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6305813/
https://www.ncbi.nlm.nih.gov/pubmed/29523019
http://dx.doi.org/10.29252/.22.6.374

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