Identifying the miRNA signature associated with survival time in patients with lung adenocarcinoma using miRNA expression profiles

Abstract Lung adenocarcinoma is a multifactorial disease. MicroRNA (miRNA) expression profiles are extensively used for discovering potential theranostic biomarkers of lung cancer. This work proposes an optimized support vector regression (SVR) method called SVR-LUAD to simultaneously identify a set...

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Bibliographic Details
Main Authors: Srinivasulu Yerukala Sathipati, Shinn-Ying Ho
Format: Article
Language:English
Published: Nature Publishing Group 2017-08-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-017-07739-y