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Systematic analysis of challenge-driven improvements in molecular prognostic models for breast cancer.
Margolin AA, Bilal E, Huang E, Norman TC, Ottestad L, Mecham BH, Sauerwine B, Kellen MR, Mangravite LM, Furia MD, Vollan HK, Rueda OM, Guinney J, Deflaux NA, Hoff B, Schildwachter X, Russnes HG, Park D, Vang VO, Pirtle T, Youseff L, Citro C, Curtis C, Kristensen VN, Hellerstein J, Friend SH, Stolovitzky G, Aparicio S, Caldas C, Børresen-Dale AL. Margolin AA, et al. Among authors: stolovitzky g. Sci Transl Med. 2013 Apr 17;5(181):181re1. doi: 10.1126/scitranslmed.3006112. Sci Transl Med. 2013. PMID: 23596205 Free PMC article.
Improving breast cancer survival analysis through competition-based multidimensional modeling.
Bilal E, Dutkowski J, Guinney J, Jang IS, Logsdon BA, Pandey G, Sauerwine BA, Shimoni Y, Moen Vollan HK, Mecham BH, Rueda OM, Tost J, Curtis C, Alvarez MJ, Kristensen VN, Aparicio S, Børresen-Dale AL, Caldas C, Califano A, Friend SH, Ideker T, Schadt EE, Stolovitzky GA, Margolin AA. Bilal E, et al. Among authors: stolovitzky ga. PLoS Comput Biol. 2013;9(5):e1003047. doi: 10.1371/journal.pcbi.1003047. Epub 2013 May 9. PLoS Comput Biol. 2013. PMID: 23671412 Free PMC article.
Summary of the DREAM8 Parameter Estimation Challenge: Toward Parameter Identification for Whole-Cell Models.
Karr JR, Williams AH, Zucker JD, Raue A, Steiert B, Timmer J, Kreutz C; DREAM8 Parameter Estimation Challenge Consortium; Wilkinson S, Allgood BA, Bot BM, Hoff BR, Kellen MR, Covert MW, Stolovitzky GA, Meyer P. Karr JR, et al. PLoS Comput Biol. 2015 May 28;11(5):e1004096. doi: 10.1371/journal.pcbi.1004096. eCollection 2015 May. PLoS Comput Biol. 2015. PMID: 26020786 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: stolovitzky g. Genome Biol. 2018 Nov 6;19(1):188. doi: 10.1186/s13059-018-1539-5. Genome Biol. 2018. PMID: 30400818 Free PMC 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: stolovitzky g. 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.
Prediction of overall survival for patients with metastatic castration-resistant prostate cancer: development of a prognostic model through a crowdsourced challenge with open clinical trial data.
Guinney J, Wang T, Laajala TD, Winner KK, Bare JC, Neto EC, Khan SA, Peddinti G, Airola A, Pahikkala T, Mirtti T, Yu T, Bot BM, Shen L, Abdallah K, Norman T, Friend S, Stolovitzky G, Soule H, Sweeney CJ, Ryan CJ, Scher HI, Sartor O, Xie Y, Aittokallio T, Zhou FL, Costello JC; Prostate Cancer Challenge DREAM Community. Guinney J, et al. Among authors: stolovitzky g. Lancet Oncol. 2017 Jan;18(1):132-142. doi: 10.1016/S1470-2045(16)30560-5. Epub 2016 Nov 16. Lancet Oncol. 2017. PMID: 27864015 Free PMC article. Clinical Trial.
Crowdsourced estimation of cognitive decline and resilience in Alzheimer's disease.
Allen GI, Amoroso N, Anghel C, Balagurusamy V, Bare CJ, Beaton D, Bellotti R, Bennett DA, Boehme KL, Boutros PC, Caberlotto L, Caloian C, Campbell F, Chaibub Neto E, Chang YC, Chen B, Chen CY, Chien TY, Clark T, Das S, Davatzikos C, Deng J, Dillenberger D, Dobson RJ, Dong Q, Doshi J, Duma D, Errico R, Erus G, Everett E, Fardo DW, Friend SH, Fröhlich H, Gan J, St George-Hyslop P, Ghosh SS, Glaab E, Green RC, Guan Y, Hong MY, Huang C, Hwang J, Ibrahim J, Inglese P, Iyappan A, Jiang Q, Katsumata Y, Kauwe JS, Klein A, Kong D, Krause R, Lalonde E, Lauria M, Lee E, Lin X, Liu Z, Livingstone J, Logsdon BA, Lovestone S, Ma TW, Malhotra A, Mangravite LM, Maxwell TJ, Merrill E, Nagorski J, Namasivayam A, Narayan M, Naz M, Newhouse SJ, Norman TC, Nurtdinov RN, Oyang YJ, Pawitan Y, Peng S, Peters MA, Piccolo SR, Praveen P, Priami C, Sabelnykova VY, Senger P, Shen X, Simmons A, Sotiras A, Stolovitzky G, Tangaro S, Tateo A, Tung YA, Tustison NJ, Varol E, Vradenburg G, Weiner MW, Xiao G, Xie L, Xie Y, Xu J, Yang H, Zhan X, Zhou Y, Zhu F, Zhu H, Zhu S; Alzheimer's Disease Neuroimaging Initiative. Allen GI, et al. Among authors: stolovitzky g. Alzheimers Dement. 2016 Jun;12(6):645-53. doi: 10.1016/j.jalz.2016.02.006. Epub 2016 Apr 11. Alzheimers Dement. 2016. PMID: 27079753 Free PMC article.
Crowdsourcing biomedical research: leveraging communities as innovation engines.
Saez-Rodriguez J, Costello JC, Friend SH, Kellen MR, Mangravite L, Meyer P, Norman T, Stolovitzky G. Saez-Rodriguez J, et al. Among authors: stolovitzky g. Nat Rev Genet. 2016 Jul 15;17(8):470-86. doi: 10.1038/nrg.2016.69. Nat Rev Genet. 2016. PMID: 27418159 Free PMC article. Review.
159 results