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Robust PCA based method for discovering differentially expressed genes

How to identify a set of genes that are relevant to a key biological process is an important issue in current molecular biology. In this paper, we propose a novel method to discover differentially expressed genes based on robust principal component analysis (RPCA). In our method, we treat the differ...

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Detalles Bibliográficos
Autores principales: Liu, Jin-Xing, Wang, Yu-Tian, Zheng, Chun-Hou, Sha, Wen, Mi, Jian-Xun, Xu, Yong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3654929/
https://www.ncbi.nlm.nih.gov/pubmed/23815087
http://dx.doi.org/10.1186/1471-2105-14-S8-S3