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Technology readiness levels for machine learning systems.
Lavin A, Gilligan-Lee CM, Visnjic A, Ganju S, Newman D, Ganguly S, Lange D, Baydin AG, Sharma A, Gibson A, Zheng S, Xing EP, Mattmann C, Parr J, Gal Y. Lavin A, et al. Among authors: gal y. Nat Commun. 2022 Oct 20;13(1):6039. doi: 10.1038/s41467-022-33128-9. Nat Commun. 2022. PMID: 36266298 Free PMC article.
Machine learning for functional protein design.
Notin P, Rollins N, Gal Y, Sander C, Marks D. Notin P, et al. Among authors: gal y. Nat Biotechnol. 2024 Feb;42(2):216-228. doi: 10.1038/s41587-024-02127-0. Epub 2024 Feb 15. Nat Biotechnol. 2024. PMID: 38361074 Review.
Learning from prepandemic data to forecast viral escape.
Thadani NN, Gurev S, Notin P, Youssef N, Rollins NJ, Ritter D, Sander C, Gal Y, Marks DS. Thadani NN, et al. Among authors: gal y. Nature. 2023 Oct;622(7984):818-825. doi: 10.1038/s41586-023-06617-0. Epub 2023 Oct 11. Nature. 2023. PMID: 37821700 Free PMC article.
Understanding the effectiveness of government interventions against the resurgence of COVID-19 in Europe.
Sharma M, Mindermann S, Rogers-Smith C, Leech G, Snodin B, Ahuja J, Sandbrink JB, Monrad JT, Altman G, Dhaliwal G, Finnveden L, Norman AJ, Oehm SB, Sandkühler JF, Aitchison L, Gavenčiak T, Mellan T, Kulveit J, Chindelevitch L, Flaxman S, Gal Y, Mishra S, Bhatt S, Brauner JM. Sharma M, et al. Among authors: gal y. Nat Commun. 2021 Oct 5;12(1):5820. doi: 10.1038/s41467-021-26013-4. Nat Commun. 2021. PMID: 34611158 Free PMC article.
Mixtures of large-scale dynamic functional brain network modes.
Gohil C, Roberts E, Timms R, Skates A, Higgins C, Quinn A, Pervaiz U, van Amersfoort J, Notin P, Gal Y, Adaszewski S, Woolrich M. Gohil C, et al. Among authors: gal y. Neuroimage. 2022 Nov;263:119595. doi: 10.1016/j.neuroimage.2022.119595. Epub 2022 Aug 27. Neuroimage. 2022. PMID: 36041643 Free article.
Inferring the effectiveness of government interventions against COVID-19.
Brauner JM, Mindermann S, Sharma M, Johnston D, Salvatier J, Gavenčiak T, Stephenson AB, Leech G, Altman G, Mikulik V, Norman AJ, Monrad JT, Besiroglu T, Ge H, Hartwick MA, Teh YW, Chindelevitch L, Gal Y, Kulveit J. Brauner JM, et al. Among authors: gal y. Science. 2021 Feb 19;371(6531):eabd9338. doi: 10.1126/science.abd9338. Epub 2020 Dec 15. Science. 2021. PMID: 33323424 Free PMC article.
Changing composition of SARS-CoV-2 lineages and rise of Delta variant in England.
Mishra S, Mindermann S, Sharma M, Whittaker C, Mellan TA, Wilton T, Klapsa D, Mate R, Fritzsche M, Zambon M, Ahuja J, Howes A, Miscouridou X, Nason GP, Ratmann O, Semenova E, Leech G, Sandkühler JF, Rogers-Smith C, Vollmer M, Unwin HJT, Gal Y, Chand M, Gandy A, Martin J, Volz E, Ferguson NM, Bhatt S, Brauner JM, Flaxman S; COVID-19 Genomics UK (COG-UK) Consortium. Mishra S, et al. Among authors: gal y. EClinicalMedicine. 2021 Jul 31;39:101064. doi: 10.1016/j.eclinm.2021.101064. eCollection 2021 Sep. EClinicalMedicine. 2021. PMID: 34401689 Free PMC article.
312 results