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Inferring causal molecular networks: empirical assessment through a community-based effort.
Hill SM, Heiser LM, Cokelaer T, Unger M, Nesser NK, Carlin DE, Zhang Y, Sokolov A, Paull EO, Wong CK, Graim K, Bivol A, Wang H, Zhu F, Afsari B, Danilova LV, Favorov AV, Lee WS, Taylor D, Hu CW, Long BL, Noren DP, Bisberg AJ; HPN-DREAM Consortium; Mills GB, Gray JW, Kellen M, Norman T, Friend S, Qutub AA, Fertig EJ, Guan Y, Song M, Stuart JM, Spellman PT, Koeppl H, Stolovitzky G, Saez-Rodriguez J, Mukherjee S. Hill SM, et al. Among authors: sokolov a. Nat Methods. 2016 Apr;13(4):310-8. doi: 10.1038/nmeth.3773. Epub 2016 Feb 22. Nat Methods. 2016. PMID: 26901648 Free PMC article.
The Cancer Genome Atlas Pan-Cancer analysis project.
Cancer Genome Atlas Research Network; Weinstein JN, Collisson EA, Mills GB, Shaw KR, Ozenberger BA, Ellrott K, Shmulevich I, Sander C, Stuart JM. Cancer Genome Atlas Research Network, et al. Nat Genet. 2013 Oct;45(10):1113-20. doi: 10.1038/ng.2764. Nat Genet. 2013. PMID: 24071849 Free PMC article.
Assessing the clinical utility of cancer genomic and proteomic data across tumor types.
Yuan Y, Van Allen EM, Omberg L, Wagle N, Amin-Mansour A, Sokolov A, Byers LA, Xu Y, Hess KR, Diao L, Han L, Huang X, Lawrence MS, Weinstein JN, Stuart JM, Mills GB, Garraway LA, Margolin AA, Getz G, Liang H. Yuan Y, et al. Among authors: sokolov a. Nat Biotechnol. 2014 Jul;32(7):644-52. doi: 10.1038/nbt.2940. Epub 2014 Jun 22. Nat Biotechnol. 2014. PMID: 24952901 Free PMC article.
A basal stem cell signature identifies aggressive prostate cancer phenotypes.
Smith BA, Sokolov A, Uzunangelov V, Baertsch R, Newton Y, Graim K, Mathis C, Cheng D, Stuart JM, Witte ON. Smith BA, et al. Among authors: sokolov a. Proc Natl Acad Sci U S A. 2015 Nov 24;112(47):E6544-52. doi: 10.1073/pnas.1518007112. Epub 2015 Oct 12. Proc Natl Acad Sci U S A. 2015. PMID: 26460041 Free PMC article.
Pathway-Based Genomics Prediction using Generalized Elastic Net.
Sokolov A, Carlin DE, Paull EO, Baertsch R, Stuart JM. Sokolov A, et al. PLoS Comput Biol. 2016 Mar 9;12(3):e1004790. doi: 10.1371/journal.pcbi.1004790. eCollection 2016 Mar. PLoS Comput Biol. 2016. PMID: 26960204 Free PMC article.
1,525 results