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Gene expression inference with deep learning.
Chen Y, Li Y, Narayan R, Subramanian A, Xie X. Chen Y, et al. Among authors: subramanian a. Bioinformatics. 2016 Jun 15;32(12):1832-9. doi: 10.1093/bioinformatics/btw074. Epub 2016 Feb 11. Bioinformatics. 2016. PMID: 26873929 Free PMC article.
Assessment of network module identification across complex diseases.
Choobdar S, Ahsen ME, Crawford J, Tomasoni M, Fang T, Lamparter D, Lin J, Hescott B, Hu X, Mercer J, Natoli T, Narayan R; DREAM Module Identification Challenge Consortium; Subramanian A, Zhang JD, Stolovitzky G, Kutalik Z, Lage K, Slonim DK, Saez-Rodriguez J, Cowen LJ, Bergmann S, Marbach D. Choobdar S, et al. Among authors: subramanian a. Nat Methods. 2019 Sep;16(9):843-852. doi: 10.1038/s41592-019-0509-5. Epub 2019 Aug 30. Nat Methods. 2019. PMID: 31471613 Free PMC article.
The Library of Integrated Network-Based Cellular Signatures NIH Program: System-Level Cataloging of Human Cells Response to Perturbations.
Keenan AB, Jenkins SL, Jagodnik KM, Koplev S, He E, Torre D, Wang Z, Dohlman AB, Silverstein MC, Lachmann A, Kuleshov MV, Ma'ayan A, Stathias V, Terryn R, Cooper D, Forlin M, Koleti A, Vidovic D, Chung C, Schürer SC, Vasiliauskas J, Pilarczyk M, Shamsaei B, Fazel M, Ren Y, Niu W, Clark NA, White S, Mahi N, Zhang L, Kouril M, Reichard JF, Sivaganesan S, Medvedovic M, Meller J, Koch RJ, Birtwistle MR, Iyengar R, Sobie EA, Azeloglu EU, Kaye J, Osterloh J, Haston K, Kalra J, Finkbiener S, Li J, Milani P, Adam M, Escalante-Chong R, Sachs K, Lenail A, Ramamoorthy D, Fraenkel E, Daigle G, Hussain U, Coye A, Rothstein J, Sareen D, Ornelas L, Banuelos M, Mandefro B, Ho R, Svendsen CN, Lim RG, Stocksdale J, Casale MS, Thompson TG, Wu J, Thompson LM, Dardov V, Venkatraman V, Matlock A, Van Eyk JE, Jaffe JD, Papanastasiou M, Subramanian A, Golub TR, Erickson SD, Fallahi-Sichani M, Hafner M, Gray NS, Lin JR, Mills CE, Muhlich JL, Niepel M, Shamu CE, Williams EH, Wrobel D, Sorger PK, Heiser LM, Gray JW, Korkola JE, Mills GB, LaBarge M, Feiler HS, Dane MA, Bucher E, Nederlof M, Sudar D, Gross S, Kilburn DF, Smith R, Devlin K, Margolis R, Derr L, Lee A, Pillai A. Keenan AB, et al. Among authors: subramanian a. Cell Syst. 2018 Jan 24;6(1):13-24. doi: 10.1016/j.cels.2017.11.001. Epub 2017 Nov 29. Cell Syst. 2018. PMID: 29199020 Free PMC article. Review.
GeNets: a unified web platform for network-based genomic analyses.
Li T, Kim A, Rosenbluh J, Horn H, Greenfeld L, An D, Zimmer A, Liberzon A, Bistline J, Natoli T, Li Y, Tsherniak A, Narayan R, Subramanian A, Liefeld T, Wong B, Thompson D, Calvo S, Carr S, Boehm J, Jaffe J, Mesirov J, Hacohen N, Regev A, Lage K. Li T, et al. Among authors: subramanian a. Nat Methods. 2018 Jul;15(7):543-546. doi: 10.1038/s41592-018-0039-6. Epub 2018 Jun 18. Nat Methods. 2018. PMID: 29915188 Free PMC article.
Molecular signatures database (MSigDB) 3.0.
Liberzon A, Subramanian A, Pinchback R, Thorvaldsdóttir H, Tamayo P, Mesirov JP. Liberzon A, et al. Among authors: subramanian a. Bioinformatics. 2011 Jun 15;27(12):1739-40. doi: 10.1093/bioinformatics/btr260. Epub 2011 May 5. Bioinformatics. 2011. PMID: 21546393 Free PMC article.
Systematic Functional Interrogation of Rare Cancer Variants Identifies Oncogenic Alleles.
Kim E, Ilic N, Shrestha Y, Zou L, Kamburov A, Zhu C, Yang X, Lubonja R, Tran N, Nguyen C, Lawrence MS, Piccioni F, Bagul M, Doench JG, Chouinard CR, Wu X, Hogstrom L, Natoli T, Tamayo P, Horn H, Corsello SM, Lage K, Root DE, Subramanian A, Golub TR, Getz G, Boehm JS, Hahn WC. Kim E, et al. Among authors: subramanian a. Cancer Discov. 2016 Jul;6(7):714-26. doi: 10.1158/2159-8290.CD-16-0160. Epub 2016 May 4. Cancer Discov. 2016. PMID: 27147599 Free PMC article.
1,186 results