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The influence of feature selection methods on accuracy, stability and interpretability of molecular signatures.
PLoS One. 2011;6(12):e28210. doi: 10.1371/journal.pone.0028210. Epub 2011 Dec 21.
PLoS One. 2011.
PMID: 22205940
Free PMC article.
TIGRESS: Trustful Inference of Gene REgulation using Stability Selection.
Haury AC, Mordelet F, Vera-Licona P, Vert JP.
Haury AC, et al.
BMC Syst Biol. 2012 Nov 22;6:145. doi: 10.1186/1752-0509-6-145.
BMC Syst Biol. 2012.
PMID: 23173819
Free PMC article.
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Wisdom of crowds for robust gene network inference.
Marbach D, Costello JC, Küffner R, Vega NM, Prill RJ, Camacho DM, Allison KR; DREAM5 Consortium; Kellis M, Collins JJ, Stolovitzky G.
Marbach D, et al.
Nat Methods. 2012 Jul 15;9(8):796-804. doi: 10.1038/nmeth.2016.
Nat Methods. 2012.
PMID: 22796662
Free PMC article.
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