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Community Assessment of the Predictability of Cancer Protein and Phosphoprotein Levels from Genomics and Transcriptomics.
Yang M, Petralia F, Li Z, Li H, Ma W, Song X, Kim S, Lee H, Yu H, Lee B, Bae S, Heo E, Kaczmarczyk J, Stępniak P, Warchoł M, Yu T, Calinawan AP, Boutros PC, Payne SH, Reva B; NCI-CPTAC-DREAM Consortium; Boja E, Rodriguez H, Stolovitzky G, Guan Y, Kang J, Wang P, Fenyö D, Saez-Rodriguez J. Yang M, et al. Among authors: boutros pc. Cell Syst. 2020 Aug 26;11(2):186-195.e9. doi: 10.1016/j.cels.2020.06.013. Epub 2020 Jul 24. Cell Syst. 2020. PMID: 32710834 Free article.
Combining tumor genome simulation with crowdsourcing to benchmark somatic single-nucleotide-variant detection.
Ewing AD, Houlahan KE, Hu Y, Ellrott K, Caloian C, Yamaguchi TN, Bare JC, P'ng C, Waggott D, Sabelnykova VY; ICGC-TCGA DREAM Somatic Mutation Calling Challenge participants; Kellen MR, Norman TC, Haussler D, Friend SH, Stolovitzky G, Margolin AA, Stuart JM, Boutros PC. Ewing AD, et al. Among authors: boutros pc. Nat Methods. 2015 Jul;12(7):623-30. doi: 10.1038/nmeth.3407. Epub 2015 May 18. Nat Methods. 2015. PMID: 25984700 Free PMC article.
A Crowdsourcing Approach to Developing and Assessing Prediction Algorithms for AML Prognosis.
Noren DP, Long BL, Norel R, Rrhissorrakrai K, Hess K, Hu CW, Bisberg AJ, Schultz A, Engquist E, Liu L, Lin X, Chen GM, Xie H, Hunter GA, Boutros PC, Stepanov O; DREAM 9 AML-OPC Consortium; Norman T, Friend SH, Stolovitzky G, Kornblau S, Qutub AA. Noren DP, et al. Among authors: boutros pc. PLoS Comput Biol. 2016 Jun 28;12(6):e1004890. doi: 10.1371/journal.pcbi.1004890. eCollection 2016 Jun. PLoS Comput Biol. 2016. PMID: 27351836 Free PMC article.
A community challenge to evaluate RNA-seq, fusion detection, and isoform quantification methods for cancer discovery.
Creason A, Haan D, Dang K, Chiotti KE, Inkman M, Lamb A, Yu T, Hu Y, Norman TC, Buchanan A, van Baren MJ, Spangler R, Rollins MR, Spellman PT, Rozanov D, Zhang J, Maher CA, Caloian C, Watson JD, Uhrig S, Haas BJ, Jain M, Akeson M, Ahsen ME; SMC-RNA Challenge Participants; Stolovitzky G, Guinney J, Boutros PC, Stuart JM, Ellrott K. Creason A, et al. Among authors: boutros pc. Cell Syst. 2021 Aug 18;12(8):827-838.e5. doi: 10.1016/j.cels.2021.05.021. Epub 2021 Jun 18. Cell Syst. 2021. PMID: 34146471 Free PMC article.
Combining accurate tumor genome simulation with crowdsourcing to benchmark somatic structural variant detection.
Lee AY, Ewing AD, Ellrott K, Hu Y, Houlahan KE, Bare JC, Espiritu SMG, Huang V, Dang K, Chong Z, Caloian C, Yamaguchi TN; ICGC-TCGA DREAM Somatic Mutation Calling Challenge Participants; Kellen MR, Chen K, Norman TC, Friend SH, Guinney J, Stolovitzky G, Haussler D, Margolin AA, Stuart JM, Boutros PC. Lee AY, et al. Among authors: boutros pc. Genome Biol. 2018 Nov 6;19(1):188. doi: 10.1186/s13059-018-1539-5. Genome Biol. 2018. PMID: 30400818 Free PMC article.
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