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A Convolutional Neural Network-Based Approach for the Rapid Annotation of Molecularly Diverse Natural Products.
Reher R, Kim HW, Zhang C, Mao HH, Wang M, Nothias LF, Caraballo-Rodriguez AM, Glukhov E, Teke B, Leao T, Alexander KL, Duggan BM, Van Everbroeck EL, Dorrestein PC, Cottrell GW, Gerwick WH. Reher R, et al. Among authors: kim hw. J Am Chem Soc. 2020 Mar 4;142(9):4114-4120. doi: 10.1021/jacs.9b13786. Epub 2020 Feb 21. J Am Chem Soc. 2020. PMID: 32045230 Free PMC article.
DeepSAT: Learning Molecular Structures from Nuclear Magnetic Resonance Data.
Kim HW, Zhang C, Reher R, Wang M, Alexander KL, Nothias LF, Han YK, Shin H, Lee KY, Lee KH, Kim MJ, Dorrestein PC, Gerwick WH, Cottrell GW. Kim HW, et al. Among authors: kim mj. J Cheminform. 2023 Aug 7;15(1):71. doi: 10.1186/s13321-023-00738-4. J Cheminform. 2023. PMID: 37550756 Free PMC article.
Artificial intelligence for natural product drug discovery.
Mullowney MW, Duncan KR, Elsayed SS, Garg N, van der Hooft JJJ, Martin NI, Meijer D, Terlouw BR, Biermann F, Blin K, Durairaj J, Gorostiola González M, Helfrich EJN, Huber F, Leopold-Messer S, Rajan K, de Rond T, van Santen JA, Sorokina M, Balunas MJ, Beniddir MA, van Bergeijk DA, Carroll LM, Clark CM, Clevert DA, Dejong CA, Du C, Ferrinho S, Grisoni F, Hofstetter A, Jespers W, Kalinina OV, Kautsar SA, Kim H, Leao TF, Masschelein J, Rees ER, Reher R, Reker D, Schwaller P, Segler M, Skinnider MA, Walker AS, Willighagen EL, Zdrazil B, Ziemert N, Goss RJM, Guyomard P, Volkamer A, Gerwick WH, Kim HU, Müller R, van Wezel GP, van Westen GJP, Hirsch AKH, Linington RG, Robinson SL, Medema MH. Mullowney MW, et al. Nat Rev Drug Discov. 2023 Nov;22(11):895-916. doi: 10.1038/s41573-023-00774-7. Epub 2023 Sep 11. Nat Rev Drug Discov. 2023. PMID: 37697042 Review.
Open access repository-scale propagated nearest neighbor suspect spectral library for untargeted metabolomics.
Bittremieux W, Avalon NE, Thomas SP, Kakhkhorov SA, Aksenov AA, Gomes PWP, Aceves CM, Caraballo-Rodríguez AM, Gauglitz JM, Gerwick WH, Huan T, Jarmusch AK, Kaddurah-Daouk RF, Kang KB, Kim HW, Kondić T, Mannochio-Russo H, Meehan MJ, Melnik AV, Nothias LF, O'Donovan C, Panitchpakdi M, Petras D, Schmid R, Schymanski EL, van der Hooft JJJ, Weldon KC, Yang H, Xing S, Zemlin J, Wang M, Dorrestein PC. Bittremieux W, et al. Among authors: kim hw. Nat Commun. 2023 Dec 20;14(1):8488. doi: 10.1038/s41467-023-44035-y. Nat Commun. 2023. PMID: 38123557 Free PMC article.
3,452 results