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The biosecurity benefits of genetic engineering attribution.
Nat Commun. 2020 Dec 8;11(1):6294. doi: 10.1038/s41467-020-19149-2.
Nat Commun. 2020.
PMID: 33293537
Free PMC article.
Review.
Unified rational protein engineering with sequence-based deep representation learning.
Alley EC, Khimulya G, Biswas S, AlQuraishi M, Church GM.
Alley EC, et al.
Nat Methods. 2019 Dec;16(12):1315-1322. doi: 10.1038/s41592-019-0598-1. Epub 2019 Oct 21.
Nat Methods. 2019.
PMID: 31636460
Free PMC article.
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A machine learning toolkit for genetic engineering attribution to facilitate biosecurity.
Alley EC, Turpin M, Liu AB, Kulp-McDowall T, Swett J, Edison R, Von Stetina SE, Church GM, Esvelt KM.
Alley EC, et al.
Nat Commun. 2020 Dec 8;11(1):6293. doi: 10.1038/s41467-020-19612-0.
Nat Commun. 2020.
PMID: 33293535
Free PMC article.
Item in Clipboard
Bidirectional contact tracing could dramatically improve COVID-19 control.
Bradshaw WJ, Alley EC, Huggins JH, Lloyd AL, Esvelt KM.
Bradshaw WJ, et al. Among authors: alley ec.
Nat Commun. 2021 Jan 11;12(1):232. doi: 10.1038/s41467-020-20325-7.
Nat Commun. 2021.
PMID: 33431829
Free PMC article.
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Low-N protein engineering with data-efficient deep learning.
Biswas S, Khimulya G, Alley EC, Esvelt KM, Church GM.
Biswas S, et al. Among authors: alley ec.
Nat Methods. 2021 Apr;18(4):389-396. doi: 10.1038/s41592-021-01100-y. Epub 2021 Apr 7.
Nat Methods. 2021.
PMID: 33828272
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Insidious Insights: Implications of viral vector engineering for pathogen enhancement.
Sandbrink JB, Alley EC, Watson MC, Koblentz GD, Esvelt KM.
Sandbrink JB, et al. Among authors: alley ec.
Gene Ther. 2023 May;30(5):407-410. doi: 10.1038/s41434-021-00312-3. Epub 2022 Mar 10.
Gene Ther. 2023.
PMID: 35264741
Free PMC article.
Review.
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Analysis of the first genetic engineering attribution challenge.
Crook OM, Warmbrod KL, Lipstein G, Chung C, Bakerlee CW, McKelvey TG Jr, Holland SR, Swett JL, Esvelt KM, Alley EC, Bradshaw WJ.
Crook OM, et al. Among authors: alley ec.
Nat Commun. 2022 Nov 30;13(1):7374. doi: 10.1038/s41467-022-35032-8.
Nat Commun. 2022.
PMID: 36450726
Free PMC article.
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