Reliable Biomarker discovery from Metagenomic data via RegLRSD algorithm

Reliable Biomarker discovery from Metagenomic data via RegLRSD algorithm

Abstract Background Biomarker detection presents itself as a major means of translating biological data into clinical applications. Due to the recent advances in high throughput sequencing technologies, an increased number of metagenomics studies have suggested the dysbiosis in microbial communities...

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Bibliographic Details
Main Authors: Mustafa Alshawaqfeh, Ahmad Bashaireh, Erchin Serpedin, Jan Suchodolski
Format: Article
Language:English
Published: BMC 2017-07-01
Series:BMC Bioinformatics
Subjects:
Biomarker detection
Metagenomics
Matrix decomposition
Alternating direction method of multipliers
Augmented Lagrangian
Online Access:http://link.springer.com/article/10.1186/s12859-017-1738-1

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http://link.springer.com/article/10.1186/s12859-017-1738-1

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