BMC Bioinformatics

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Independent component analysis reveals new and biologically significant structures in micro array data

Attila Frigyesi, Srinivas Veerla, David Lindgren and Mattias Höglund*

BMC Bioinformatics 2006, 7:290 doi:10.1186/1471-2105-7-290

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BioMed Central: 7 citations

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Independent Principal Component Analysis for biologically meaningful dimension reduction of large biological data sets

Fangzhou Yao, Jeff Coquery, Kim-Anh Lê Cao BMC Bioinformatics 2012, 13:24 (3 February 2012)

Proceedings   Open Access

Exploring matrix factorization techniques for significant genes identification of Alzheimer’s disease microarray gene expression data

Wei Kong, Xiaoyang Mou, Xiaohua Hu BMC Bioinformatics 2011, 12(Suppl 5):S7 (27 July 2011)

Proceedings   Open Access

Latent physiological factors of complex human diseases revealed by independent component analysis of clinarrays

David P Chen, Joel T Dudley, Atul J Butte BMC Bioinformatics 2010, 11(Suppl 9):S4 (28 October 2010)

Methodology   Open Access

Independent component analysis of Alzheimer's DNA microarray gene expression data

Wei Kong, Xiaoyang Mou, Qingzhong Liu, Zhongxue Chen, Charles R Vanderburg, Jack T Rogers, Xudong Huang Molecular Neurodegeneration 2009, 4:5 (28 January 2009)

Methodology article   Open Access

Knowledge-guided multi-scale independent component analysis for biomarker identification

Li Chen, Jianhua Xuan, Chen Wang, Ie-Ming Shih, Yue Wang, Zhen Zhang, Eric Hoffman, Robert Clarke BMC Bioinformatics 2008, 9:416 (6 October 2008)

Methodology article   Open Access Highly Accessed

Mapping gene expression quantitative trait loci by singular value decomposition and independent component analysis

Shameek Biswas, John D Storey, Joshua M Akey BMC Bioinformatics 2008, 9:244 (20 May 2008)

Research article   Open Access Highly Accessed

Factor analysis for gene regulatory networks and transcription factor activity profiles

Iosifina Pournara, Lorenz Wernisch BMC Bioinformatics 2007, 8:61 (23 February 2007)