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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: cokelaer t. 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.
Evaluation of methods for modeling transcription factor sequence specificity.
Weirauch MT, Cote A, Norel R, Annala M, Zhao Y, Riley TR, Saez-Rodriguez J, Cokelaer T, Vedenko A, Talukder S; DREAM5 Consortium; Bussemaker HJ, Morris QD, Bulyk ML, Stolovitzky G, Hughes TR. Weirauch MT, et al. Among authors: cokelaer t. Nat Biotechnol. 2013 Feb;31(2):126-34. doi: 10.1038/nbt.2486. Epub 2013 Jan 27. Nat Biotechnol. 2013. PMID: 23354101 Free PMC article.
Network topology and parameter estimation: from experimental design methods to gene regulatory network kinetics using a community based approach.
Meyer P, Cokelaer T, Chandran D, Kim KH, Loh PR, Tucker G, Lipson M, Berger B, Kreutz C, Raue A, Steiert B, Timmer J, Bilal E, Sauro HM, Stolovitzky G, Saez-Rodriguez J. Meyer P, et al. Among authors: cokelaer t. BMC Syst Biol. 2014 Feb 7;8:13. doi: 10.1186/1752-0509-8-13. BMC Syst Biol. 2014. PMID: 24507381 Free PMC article.
A community effort to assess and improve drug sensitivity prediction algorithms.
Costello JC, Heiser LM, Georgii E, Gönen M, Menden MP, Wang NJ, Bansal M, Ammad-ud-din M, Hintsanen P, Khan SA, Mpindi JP, Kallioniemi O, Honkela A, Aittokallio T, Wennerberg K; NCI DREAM Community; Collins JJ, Gallahan D, Singer D, Saez-Rodriguez J, Kaski S, Gray JW, Stolovitzky G. Costello JC, et al. Nat Biotechnol. 2014 Dec;32(12):1202-12. doi: 10.1038/nbt.2877. Epub 2014 Jun 1. Nat Biotechnol. 2014. PMID: 24880487 Free PMC article.
DREAMTools: a Python package for scoring collaborative challenges.
Cokelaer T, Bansal M, Bare C, Bilal E, Bot BM, Chaibub Neto E, Eduati F, de la Fuente A, Gönen M, Hill SM, Hoff B, Karr JR, Küffner R, Menden MP, Meyer P, Norel R, Pratap A, Prill RJ, Weirauch MT, Costello JC, Stolovitzky G, Saez-Rodriguez J. Cokelaer T, et al. F1000Res. 2015 Oct 9;4:1030. doi: 10.12688/f1000research.7118.2. eCollection 2015. F1000Res. 2015. PMID: 27134723 Free PMC article.
49 results