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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: yu t, yu h. 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.
A crowdsourced analysis to identify ab initio molecular signatures predictive of susceptibility to viral infection.
Fourati S, Talla A, Mahmoudian M, Burkhart JG, Klén R, Henao R, Yu T, Aydın Z, Yeung KY, Ahsen ME, Almugbel R, Jahandideh S, Liang X, Nordling TEM, Shiga M, Stanescu A, Vogel R; Respiratory Viral DREAM Challenge Consortium; Pandey G, Chiu C, McClain MT, Woods CW, Ginsburg GS, Elo LL, Tsalik EL, Mangravite LM, Sieberts SK. Fourati S, et al. Among authors: yu t. Nat Commun. 2018 Oct 24;9(1):4418. doi: 10.1038/s41467-018-06735-8. Nat Commun. 2018. PMID: 30356117 Free PMC article.
A DREAM Challenge to Build Prediction Models for Short-Term Discontinuation of Docetaxel in Metastatic Castration-Resistant Prostate Cancer.
Seyednasrollah F, Koestler DC, Wang T, Piccolo SR, Vega R, Greiner R, Fuchs C, Gofer E, Kumar L, Wolfinger RD, Kanigel Winner K, Bare C, Neto EC, Yu T, Shen L, Abdallah K, Norman T, Stolovitzky G, Soule HR, Sweeney CJ, Ryan CJ, Scher HI, Sartor O, Elo LL, Zhou FL, Guinney J, Costello JC; Prostate Cancer DREAM Challenge Community. Seyednasrollah F, et al. Among authors: yu t. JCO Clin Cancer Inform. 2017 Nov;1:1-15. doi: 10.1200/CCI.17.00018. JCO Clin Cancer Inform. 2017. PMID: 30657384 Free PMC article.
Community assessment to advance computational prediction of cancer drug combinations in a pharmacogenomic screen.
Menden MP, Wang D, Mason MJ, Szalai B, Bulusu KC, Guan Y, Yu T, Kang J, Jeon M, Wolfinger R, Nguyen T, Zaslavskiy M; AstraZeneca-Sanger Drug Combination DREAM Consortium; Jang IS, Ghazoui Z, Ahsen ME, Vogel R, Neto EC, Norman T, Tang EKY, Garnett MJ, Veroli GYD, Fawell S, Stolovitzky G, Guinney J, Dry JR, Saez-Rodriguez J. Menden MP, et al. Among authors: yu t. Nat Commun. 2019 Jun 17;10(1):2674. doi: 10.1038/s41467-019-09799-2. Nat Commun. 2019. PMID: 31209238 Free PMC article.
Gene selection for optimal prediction of cell position in tissues from single-cell transcriptomics data.
Tanevski J, Nguyen T, Truong B, Karaiskos N, Ahsen ME, Zhang X, Shu C, Xu K, Liang X, Hu Y, Pham HV, Xiaomei L, Le TD, Tarca AL, Bhatti G, Romero R, Karathanasis N, Loher P, Chen Y, Ouyang Z, Mao D, Zhang Y, Zand M, Ruan J, Hafemeister C, Qiu P, Tran D, Nguyen T, Gabor A, Yu T, Guinney J, Glaab E, Krause R, Banda P; DREAM SCTC Consortium; Stolovitzky G, Rajewsky N, Saez-Rodriguez J, Meyer P. Tanevski J, et al. Among authors: yu t. Life Sci Alliance. 2020 Sep 24;3(11):e202000867. doi: 10.26508/lsa.202000867. Print 2020 Nov. Life Sci Alliance. 2020. PMID: 32972997 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: yu t. 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.
Crowdsourcing assessment of maternal blood multi-omics for predicting gestational age and preterm birth.
Tarca AL, Pataki BÁ, Romero R, Sirota M, Guan Y, Kutum R, Gomez-Lopez N, Done B, Bhatti G, Yu T, Andreoletti G, Chaiworapongsa T; DREAM Preterm Birth Prediction Challenge Consortium; Hassan SS, Hsu CD, Aghaeepour N, Stolovitzky G, Csabai I, Costello JC. Tarca AL, et al. Among authors: yu t. Cell Rep Med. 2021 Jun 15;2(6):100323. doi: 10.1016/j.xcrm.2021.100323. eCollection 2021 Jun 15. Cell Rep Med. 2021. PMID: 34195686 Free PMC article.
Cell-to-cell and type-to-type heterogeneity of signaling networks: insights from the crowd.
Gabor A, Tognetti M, Driessen A, Tanevski J, Guo B, Cao W, Shen H, Yu T, Chung V; Single Cell Signaling in Breast Cancer DREAM Consortium members; Bodenmiller B, Saez-Rodriguez J. Gabor A, et al. Among authors: yu t. Mol Syst Biol. 2021 Oct;17(10):e10402. doi: 10.15252/msb.202110402. Mol Syst Biol. 2021. PMID: 34661974 Free PMC article.
A Crowdsourcing Approach to Develop Machine Learning Models to Quantify Radiographic Joint Damage in Rheumatoid Arthritis.
Sun D, Nguyen TM, Allaway RJ, Wang J, Chung V, Yu TV, Mason M, Dimitrovsky I, Ericson L, Li H, Guan Y, Israel A, Olar A, Pataki BA, Stolovitzky G, Guinney J, Gulko PS, Frazier MB, Chen JY, Costello JC, Bridges SL Jr; RA2-DREAM Challenge Community. Sun D, et al. JAMA Netw Open. 2022 Aug 1;5(8):e2227423. doi: 10.1001/jamanetworkopen.2022.27423. JAMA Netw Open. 2022. PMID: 36036935 Free PMC article.
9,493 results