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Functional analysis of multiple genomic signatures demonstrates that classification algorithms choose phenotype-related genes.
Shi W, Bessarabova M, Dosymbekov D, Dezso Z, Nikolskaya T, Dudoladova M, Serebryiskaya T, Bugrim A, Guryanov A, Brennan RJ, Shah R, Dopazo J, Chen M, Deng Y, Shi T, Jurman G, Furlanello C, Thomas RS, Corton JC, Tong W, Shi L, Nikolsky Y. Shi W, et al. Among authors: deng y. Pharmacogenomics J. 2010 Aug;10(4):310-23. doi: 10.1038/tpj.2010.35. Pharmacogenomics J. 2010. PMID: 20676069 Free PMC article.
Consistency of predictive signature genes and classifiers generated using different microarray platforms.
Fan X, Lobenhofer EK, Chen M, Shi W, Huang J, Luo J, Zhang J, Walker SJ, Chu TM, Li L, Wolfinger R, Bao W, Paules RS, Bushel PR, Li J, Shi T, Nikolskaya T, Nikolsky Y, Hong H, Deng Y, Cheng Y, Fang H, Shi L, Tong W. Fan X, et al. Among authors: deng y. Pharmacogenomics J. 2010 Aug;10(4):247-57. doi: 10.1038/tpj.2010.34. Pharmacogenomics J. 2010. PMID: 20676064 Free PMC article.
A comparison of batch effect removal methods for enhancement of prediction performance using MAQC-II microarray gene expression data.
Luo J, Schumacher M, Scherer A, Sanoudou D, Megherbi D, Davison T, Shi T, Tong W, Shi L, Hong H, Zhao C, Elloumi F, Shi W, Thomas R, Lin S, Tillinghast G, Liu G, Zhou Y, Herman D, Li Y, Deng Y, Fang H, Bushel P, Woods M, Zhang J. Luo J, et al. Among authors: deng y. Pharmacogenomics J. 2010 Aug;10(4):278-91. doi: 10.1038/tpj.2010.57. Pharmacogenomics J. 2010. PMID: 20676067 Free PMC article.
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