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Crowdsourced analysis of clinical trial data to predict amyotrophic lateral sclerosis progression.
Küffner R, Zach N, Norel R, Hawe J, Schoenfeld D, Wang L, Li G, Fang L, Mackey L, Hardiman O, Cudkowicz M, Sherman A, Ertaylan G, Grosse-Wentrup M, Hothorn T, van Ligtenberg J, Macke JH, Meyer T, Schölkopf B, Tran L, Vaughan R, Stolovitzky G, Leitner ML. Küffner R, et al. Among authors: stolovitzky g. Nat Biotechnol. 2015 Jan;33(1):51-7. doi: 10.1038/nbt.3051. Epub 2014 Nov 2. Nat Biotechnol. 2015. PMID: 25362243
Stratification of amyotrophic lateral sclerosis patients: a crowdsourcing approach.
Kueffner R, Zach N, Bronfeld M, Norel R, Atassi N, Balagurusamy V, Di Camillo B, Chio A, Cudkowicz M, Dillenberger D, Garcia-Garcia J, Hardiman O, Hoff B, Knight J, Leitner ML, Li G, Mangravite L, Norman T, Wang L; ALS Stratification Consortium; Xiao J, Fang WC, Peng J, Yang C, Chang HJ, Stolovitzky G. Kueffner R, et al. Among authors: stolovitzky g. Sci Rep. 2019 Jan 24;9(1):690. doi: 10.1038/s41598-018-36873-4. Sci Rep. 2019. PMID: 30679616 Free PMC article.
Verification of systems biology research in the age of collaborative competition.
Meyer P, Alexopoulos LG, Bonk T, Califano A, Cho CR, de la Fuente A, de Graaf D, Hartemink AJ, Hoeng J, Ivanov NV, Koeppl H, Linding R, Marbach D, Norel R, Peitsch MC, Rice JJ, Royyuru A, Schacherer F, Sprengel J, Stolle K, Vitkup D, Stolovitzky G. Meyer P, et al. Among authors: stolovitzky g. Nat Biotechnol. 2011 Sep 8;29(9):811-5. doi: 10.1038/nbt.1968. Nat Biotechnol. 2011. PMID: 21904331 Free article. No abstract available.
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: stolovitzky g. 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.
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. Among authors: stolovitzky g. Nat Methods. 2012 Jul 15;9(8):796-804. doi: 10.1038/nmeth.2016. Nat Methods. 2012. PMID: 22796662 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. Among authors: stolovitzky g. F1000Res. 2015 Oct 9;4:1030. doi: 10.12688/f1000research.7118.2. eCollection 2015. F1000Res. 2015. PMID: 27134723 Free PMC article.
A community computational challenge to predict the activity of pairs of compounds.
Bansal M, Yang J, Karan C, Menden MP, Costello JC, Tang H, Xiao G, Li Y, Allen J, Zhong R, Chen B, Kim M, Wang T, Heiser LM, Realubit R, Mattioli M, Alvarez MJ, Shen Y; NCI-DREAM Community; Gallahan D, Singer D, Saez-Rodriguez J, Xie Y, Stolovitzky G, Califano A; NCI-DREAM Community. Bansal M, et al. Among authors: stolovitzky g. Nat Biotechnol. 2014 Dec;32(12):1213-22. doi: 10.1038/nbt.3052. Epub 2014 Nov 17. Nat Biotechnol. 2014. PMID: 25419740 Free PMC article.
166 results