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Integrating deep learning and unbiased automated high-content screening to identify complex disease signatures in human fibroblasts.
Schiff L, Migliori B, Chen Y, Carter D, Bonilla C, Hall J, Fan M, Tam E, Ahadi S, Fischbacher B, Geraschenko A, Hunter CJ, Venugopalan S, DesMarteau S, Narayanaswamy A, Jacob S, Armstrong Z, Ferrarotto P, Williams B, Buckley-Herd G, Hazard J, Goldberg J, Coram M, Otto R, Baltz EA, Andres-Martin L, Pritchard O, Duren-Lubanski A, Daigavane A, Reggio K; NYSCF Global Stem Cell Array® Team; Nelson PC, Frumkin M, Solomon SL, Bauer L, Aiyar RS, Schwarzbach E, Noggle SA, Monsma FJ Jr, Paull D, Berndl M, Yang SJ, Johannesson B. Schiff L, et al. Among authors: armstrong z. Nat Commun. 2022 Mar 25;13(1):1590. doi: 10.1038/s41467-022-28423-4. Nat Commun. 2022. PMID: 35338121 Free PMC article.
Applying Deep Neural Network Analysis to High-Content Image-Based Assays.
Yang SJ, Lipnick SL, Makhortova NR, Venugopalan S, Fan M, Armstrong Z, Schlaeger TM, Deng L, Chung WK, O'Callaghan L, Geraschenko A, Whye D, Berndl M, Hazard J, Williams B, Narayanaswamy A, Ando DM, Nelson P, Rubin LL. Yang SJ, et al. Among authors: armstrong z. SLAS Discov. 2019 Sep;24(8):829-841. doi: 10.1177/2472555219857715. Epub 2019 Jul 8. SLAS Discov. 2019. PMID: 31284814 Free PMC article.
Machine learning guided aptamer refinement and discovery.
Bashir A, Yang Q, Wang J, Hoyer S, Chou W, McLean C, Davis G, Gong Q, Armstrong Z, Jang J, Kang H, Pawlosky A, Scott A, Dahl GE, Berndl M, Dimon M, Ferguson BS. Bashir A, et al. Among authors: armstrong z. Nat Commun. 2021 Apr 22;12(1):2366. doi: 10.1038/s41467-021-22555-9. Nat Commun. 2021. PMID: 33888692 Free PMC article.
Discovery of complex oxides via automated experiments and data science.
Yang L, Haber JA, Armstrong Z, Yang SJ, Kan K, Zhou L, Richter MH, Roat C, Wagner N, Coram M, Berndl M, Riley P, Gregoire JM. Yang L, et al. Among authors: armstrong z. Proc Natl Acad Sci U S A. 2021 Sep 14;118(37):e2106042118. doi: 10.1073/pnas.2106042118. Proc Natl Acad Sci U S A. 2021. PMID: 34508002 Free PMC article.
Morphological Characterization of Antibiotic Combinations.
Coram MA, Wang L, Godinez WJ, Barkan DT, Armstrong Z, Ando DM, Feng BY. Coram MA, et al. Among authors: armstrong z. ACS Infect Dis. 2022 Jan 14;8(1):66-77. doi: 10.1021/acsinfecdis.1c00312. Epub 2021 Dec 22. ACS Infect Dis. 2022. PMID: 34937332
Impacts of social distancing policies on mobility and COVID-19 case growth in the US.
Wellenius GA, Vispute S, Espinosa V, Fabrikant A, Tsai TC, Hennessy J, Dai A, Williams B, Gadepalli K, Boulanger A, Pearce A, Kamath C, Schlosberg A, Bendebury C, Mandayam C, Stanton C, Bavadekar S, Pluntke C, Desfontaines D, Jacobson BH, Armstrong Z, Gipson B, Wilson R, Widdowson A, Chou K, Oplinger A, Shekel T, Jha AK, Gabrilovich E. Wellenius GA, et al. Among authors: armstrong z. Nat Commun. 2021 May 25;12(1):3118. doi: 10.1038/s41467-021-23404-5. Nat Commun. 2021. PMID: 34035295 Free PMC article.
Conformational and Electronic Variations in 1,2- and 1,5a-Cyclophellitols and their Impact on Retaining α-Glucosidase Inhibition.
Ofman TP, Heming JJA, Nin-Hill A, Küllmer F, Moran E, Bennett M, Steneker R, Klein AM, Ruijgrok G, Kok K, Armstrong ZWB, Aerts JMFG, van der Marel GA, Rovira C, Davies GJ, Artola M, Codée JDC, Overkleeft HS. Ofman TP, et al. Among authors: armstrong zwb. Chemistry. 2024 Apr 16:e202400723. doi: 10.1002/chem.202400723. Online ahead of print. Chemistry. 2024. PMID: 38623783
56 results