Feature selection and classification of urinary mRNA microarray data by iterative random forest to diagnose renal fibrosis: a two-stage study

Renal fibrosis is a common pathological pathway of progressive chronic kidney disease (CKD). However, kidney function parameters are suboptimal for detecting early fibrosis, and therefore, novel biomarkers are urgently needed. We designed a 2-stage study and constructed a targeted microarray to dete...

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Detalles Bibliográficos
Autores principales: Zhou, Le-Ting, Cao, Yu-Han, Lv, Lin-Li, Ma, Kun-Ling, Chen, Ping-Sheng, Ni, Hai-Feng, Lei, Xiang-Dong, Liu, Bi-Cheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2017
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5206620/
https://www.ncbi.nlm.nih.gov/pubmed/28045061
http://dx.doi.org/10.1038/srep39832

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5206620/
https://www.ncbi.nlm.nih.gov/pubmed/28045061
http://dx.doi.org/10.1038/srep39832

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