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GenSLMs: Genome-scale language models reveal SARS-CoV-2 evolutionary dynamics.
Zvyagin M, Brace A, Hippe K, Deng Y, Zhang B, Bohorquez CO, Clyde A, Kale B, Perez-Rivera D, Ma H, Mann CM, Irvin M, Pauloski JG, Ward L, Hayot-Sasson V, Emani M, Foreman S, Xie Z, Lin D, Shukla M, Nie W, Romero J, Dallago C, Vahdat A, Xiao C, Gibbs T, Foster I, Davis JJ, Papka ME, Brettin T, Stevens R, Anandkumar A, Vishwanath V, Ramanathan A. Zvyagin M, et al. Among authors: stevens r. bioRxiv [Preprint]. 2022 Nov 23:2022.10.10.511571. doi: 10.1101/2022.10.10.511571. bioRxiv. 2022. PMID: 36451881 Free PMC article. Preprint.
The SEED and the Rapid Annotation of microbial genomes using Subsystems Technology (RAST).
Overbeek R, Olson R, Pusch GD, Olsen GJ, Davis JJ, Disz T, Edwards RA, Gerdes S, Parrello B, Shukla M, Vonstein V, Wattam AR, Xia F, Stevens R. Overbeek R, et al. Among authors: stevens r. Nucleic Acids Res. 2014 Jan;42(Database issue):D206-14. doi: 10.1093/nar/gkt1226. Epub 2013 Nov 29. Nucleic Acids Res. 2014. PMID: 24293654 Free PMC article.
RASTtk: a modular and extensible implementation of the RAST algorithm for building custom annotation pipelines and annotating batches of genomes.
Brettin T, Davis JJ, Disz T, Edwards RA, Gerdes S, Olsen GJ, Olson R, Overbeek R, Parrello B, Pusch GD, Shukla M, Thomason JA 3rd, Stevens R, Vonstein V, Wattam AR, Xia F. Brettin T, et al. Among authors: stevens r. Sci Rep. 2015 Feb 10;5:8365. doi: 10.1038/srep08365. Sci Rep. 2015. PMID: 25666585 Free PMC article.
Antimicrobial Resistance Prediction in PATRIC and RAST.
Davis JJ, Boisvert S, Brettin T, Kenyon RW, Mao C, Olson R, Overbeek R, Santerre J, Shukla M, Wattam AR, Will R, Xia F, Stevens R. Davis JJ, et al. Among authors: stevens r. Sci Rep. 2016 Jun 14;6:27930. doi: 10.1038/srep27930. Sci Rep. 2016. PMID: 27297683 Free PMC article.
Predicting tumor cell line response to drug pairs with deep learning.
Xia F, Shukla M, Brettin T, Garcia-Cardona C, Cohn J, Allen JE, Maslov S, Holbeck SL, Doroshow JH, Evrard YA, Stahlberg EA, Stevens RL. Xia F, et al. BMC Bioinformatics. 2018 Dec 21;19(Suppl 18):486. doi: 10.1186/s12859-018-2509-3. BMC Bioinformatics. 2018. PMID: 30577754 Free PMC article.
3,114 results