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

Zhou, Le-Ting; Cao, Yu-Han; Lv, Lin-Li; Ma, Kun-Ling; Chen, Ping-Sheng; Ni, Hai-Feng; Lei, Xiang-Dong; Liu, Bi-Cheng

Zhou, Le-Ting; Cao, Yu-Han; Lv, Lin-Li; Ma, Kun-Ling; Chen, Ping-Sheng; Ni, Hai-Feng; Lei, Xiang-Dong; Liu, Bi-Cheng.

Affiliation

Zhou LT; Institute of Nephrology, Zhong Da Hospital, Southeast University School of Medicine, Nanjing, Jiangsu, China.
Cao YH; Institute of Nephrology, Zhong Da Hospital, Southeast University School of Medicine, Nanjing, Jiangsu, China.
Lv LL; Institute of Nephrology, Zhong Da Hospital, Southeast University School of Medicine, Nanjing, Jiangsu, China.
Ma KL; Institute of Nephrology, Zhong Da Hospital, Southeast University School of Medicine, Nanjing, Jiangsu, China.
Chen PS; Institute of Nephrology, Zhong Da Hospital, Southeast University School of Medicine, Nanjing, Jiangsu, China.
Ni HF; Institute of Nephrology, Zhong Da Hospital, Southeast University School of Medicine, Nanjing, Jiangsu, China.
Lei XD; CT Bioscience CO. LTD, Changzhou, Jiangsu, China.
Liu BC; Institute of Nephrology, Zhong Da Hospital, Southeast University School of Medicine, Nanjing, Jiangsu, China.

Sci Rep ; 7: 39832, 2017 01 03.

Article in En | MEDLINE | ID: mdl-28045061

Subject(s)

Kidney Diseases/urine; RNA, Messenger/urine; Adult; Biomarkers/urine; Case-Control Studies; Data Interpretation, Statistical; Female; Fibrosis; Humans; Kidney Diseases/pathology; Male; Middle Aged; RNA, Messenger/classification

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Full text: 1 Database: MEDLINE Main subject: RNA, Messenger / Kidney Diseases Type of study: Clinical_trials / Diagnostic_studies / Observational_studies / Prognostic_studies Limits: Adult / Female / Humans / Male / Middle aged Language: En Journal: Sci Rep Year: 2017 Type: Article Affiliation country: China

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