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Identification of Novel Antibacterials Using Machine Learning Techniques.

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Title: Identification of Novel Antibacterials Using Machine Learning Techniques.
Authors: Ivanenkov YA; Institute of Biochemistry and Genetics Russian Academy of Science (IBG RAS) Ufa Scientific Centre, Ufa, Russia.; Moscow Institute of Physics and Technology (State University), Dolgoprudny, Russia.; Department of Chemistry, Lomonosov Moscow State University, Moscow, Russia.; Insilico Medicine, Inc. Johns Hopkins University, Rockville, MD, United States., Zhavoronkov A; Insilico Medicine, Inc. Johns Hopkins University, Rockville, MD, United States., Yamidanov RS; Institute of Biochemistry and Genetics Russian Academy of Science (IBG RAS) Ufa Scientific Centre, Ufa, Russia.; Insilico Medicine, Inc. Johns Hopkins University, Rockville, MD, United States., Osterman IA; Department of Chemistry, Lomonosov Moscow State University, Moscow, Russia.; Skolkovo Institute of Science and Technology, Skolkovo, Russia., Sergiev PV; Skolkovo Institute of Science and Technology, Skolkovo, Russia.; Department of Chemistry and A.N. Belozersky Institute of Physico-Chemical Biology, Lomonosov Moscow State University, Moscow, Russia., Aladinskiy VA; Moscow Institute of Physics and Technology (State University), Dolgoprudny, Russia.; Insilico Medicine, Inc. Johns Hopkins University, Rockville, MD, United States., Aladinskaya AV; Moscow Institute of Physics and Technology (State University), Dolgoprudny, Russia.; Insilico Medicine, Inc. Johns Hopkins University, Rockville, MD, United States., Terentiev VA; Institute of Biochemistry and Genetics Russian Academy of Science (IBG RAS) Ufa Scientific Centre, Ufa, Russia.; Moscow Institute of Physics and Technology (State University), Dolgoprudny, Russia.; Insilico Medicine, Inc. Johns Hopkins University, Rockville, MD, United States., Veselov MS; Institute of Biochemistry and Genetics Russian Academy of Science (IBG RAS) Ufa Scientific Centre, Ufa, Russia.; Moscow Institute of Physics and Technology (State University), Dolgoprudny, Russia.; Insilico Medicine, Inc. Johns Hopkins University, Rockville, MD, United States., Ayginin AA; Institute of Biochemistry and Genetics Russian Academy of Science (IBG RAS) Ufa Scientific Centre, Ufa, Russia.; Moscow Institute of Physics and Technology (State University), Dolgoprudny, Russia., Kartsev VG; InterBioScreen ltd, Chernogolovka, Russia., Skvortsov DA; Department of Chemistry, Lomonosov Moscow State University, Moscow, Russia.; Faculty of Biology and Biotechnologies, Higher School of Economics, Moscow, Russia., Chemeris AV; Institute of Biochemistry and Genetics Russian Academy of Science (IBG RAS) Ufa Scientific Centre, Ufa, Russia., Baimiev AK; Institute of Biochemistry and Genetics Russian Academy of Science (IBG RAS) Ufa Scientific Centre, Ufa, Russia., Sofronova AA; Faculty of Bioengineering and Bioinformatics, Lomonosov Moscow State University, Moscow, Russia., Malyshev AS; Faculty of Medicine, Lomonosov Moscow State University, Moscow, Russia., Filkov GI; Moscow Institute of Physics and Technology (State University), Dolgoprudny, Russia., Bezrukov DS; Department of Chemistry, Lomonosov Moscow State University, Moscow, Russia.; Skolkovo Institute of Science and Technology, Skolkovo, Russia., Zagribelnyy BA; Department of Chemistry, Lomonosov Moscow State University, Moscow, Russia., Lane E; Computer Technologies Lab, ITMO University, St. Petersburg, Russia., Puchinina MM; Moscow Institute of Physics and Technology (State University), Dolgoprudny, Russia., Dontsova OA; Department of Chemistry, Lomonosov Moscow State University, Moscow, Russia.; Skolkovo Institute of Science and Technology, Skolkovo, Russia.; Department of Chemistry and A.N. Belozersky Institute of Physico-Chemical Biology, Lomonosov Moscow State University, Moscow, Russia.
Source: Frontiers in pharmacology [Front Pharmacol] 2019 Aug 27; Vol. 10, pp. 913. Date of Electronic Publication: 2019 Aug 27 (Print Publication: 2019).
Publication Type: Journal Article
Journal Info: Publisher: Frontiers Media] Country of Publication: Switzerland NLM ID: 101548923 Publication Model: eCollection Cited Medium: Print ISSN: 1663-9812 (Print) Linking ISSN: 16639812 NLM ISO Abbreviation: Front Pharmacol Subsets: PubMed not MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Ivanenkov+YA%22">Ivanenkov YA</searchLink>; Institute of Biochemistry and Genetics Russian Academy of Science (IBG RAS) Ufa Scientific Centre, Ufa, Russia.; Moscow Institute of Physics and Technology (State University), Dolgoprudny, Russia.; Department of Chemistry, Lomonosov Moscow State University, Moscow, Russia.; Insilico Medicine, Inc. Johns Hopkins University, Rockville, MD, United States.<br /><searchLink fieldCode="AU" term="%22Zhavoronkov+A%22">Zhavoronkov A</searchLink>; Insilico Medicine, Inc. Johns Hopkins University, Rockville, MD, United States.<br /><searchLink fieldCode="AU" term="%22Yamidanov+RS%22">Yamidanov RS</searchLink>; Institute of Biochemistry and Genetics Russian Academy of Science (IBG RAS) Ufa Scientific Centre, Ufa, Russia.; Insilico Medicine, Inc. 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Johns Hopkins University, Rockville, MD, United States.<br /><searchLink fieldCode="AU" term="%22Aladinskaya+AV%22">Aladinskaya AV</searchLink>; Moscow Institute of Physics and Technology (State University), Dolgoprudny, Russia.; Insilico Medicine, Inc. Johns Hopkins University, Rockville, MD, United States.<br /><searchLink fieldCode="AU" term="%22Terentiev+VA%22">Terentiev VA</searchLink>; Institute of Biochemistry and Genetics Russian Academy of Science (IBG RAS) Ufa Scientific Centre, Ufa, Russia.; Moscow Institute of Physics and Technology (State University), Dolgoprudny, Russia.; Insilico Medicine, Inc. Johns Hopkins University, Rockville, MD, United States.<br /><searchLink fieldCode="AU" term="%22Veselov+MS%22">Veselov MS</searchLink>; Institute of Biochemistry and Genetics Russian Academy of Science (IBG RAS) Ufa Scientific Centre, Ufa, Russia.; Moscow Institute of Physics and Technology (State University), Dolgoprudny, Russia.; Insilico Medicine, Inc. Johns Hopkins University, Rockville, MD, United States.<br /><searchLink fieldCode="AU" term="%22Ayginin+AA%22">Ayginin AA</searchLink>; Institute of Biochemistry and Genetics Russian Academy of Science (IBG RAS) Ufa Scientific Centre, Ufa, Russia.; Moscow Institute of Physics and Technology (State University), Dolgoprudny, Russia.<br /><searchLink fieldCode="AU" term="%22Kartsev+VG%22">Kartsev VG</searchLink>; InterBioScreen ltd, Chernogolovka, Russia.<br /><searchLink fieldCode="AU" term="%22Skvortsov+DA%22">Skvortsov DA</searchLink>; Department of Chemistry, Lomonosov Moscow State University, Moscow, Russia.; Faculty of Biology and Biotechnologies, Higher School of Economics, Moscow, Russia.<br /><searchLink fieldCode="AU" term="%22Chemeris+AV%22">Chemeris AV</searchLink>; Institute of Biochemistry and Genetics Russian Academy of Science (IBG RAS) Ufa Scientific Centre, Ufa, Russia.<br /><searchLink fieldCode="AU" term="%22Baimiev+AK%22">Baimiev AK</searchLink>; Institute of Biochemistry and Genetics Russian Academy of Science (IBG RAS) Ufa Scientific Centre, Ufa, Russia.<br /><searchLink fieldCode="AU" term="%22Sofronova+AA%22">Sofronova AA</searchLink>; Faculty of Bioengineering and Bioinformatics, Lomonosov Moscow State University, Moscow, Russia.<br /><searchLink fieldCode="AU" term="%22Malyshev+AS%22">Malyshev AS</searchLink>; Faculty of Medicine, Lomonosov Moscow State University, Moscow, Russia.<br /><searchLink fieldCode="AU" term="%22Filkov+GI%22">Filkov GI</searchLink>; Moscow Institute of Physics and Technology (State University), Dolgoprudny, Russia.<br /><searchLink fieldCode="AU" term="%22Bezrukov+DS%22">Bezrukov DS</searchLink>; Department of Chemistry, Lomonosov Moscow State University, Moscow, Russia.; Skolkovo Institute of Science and Technology, Skolkovo, Russia.<br /><searchLink fieldCode="AU" term="%22Zagribelnyy+BA%22">Zagribelnyy BA</searchLink>; Department of Chemistry, Lomonosov Moscow State University, Moscow, Russia.<br /><searchLink fieldCode="AU" term="%22Lane+E%22">Lane E</searchLink>; Computer Technologies Lab, ITMO University, St. Petersburg, Russia.<br /><searchLink fieldCode="AU" term="%22Puchinina+MM%22">Puchinina MM</searchLink>; Moscow Institute of Physics and Technology (State University), Dolgoprudny, Russia.<br /><searchLink fieldCode="AU" term="%22Dontsova+OA%22">Dontsova OA</searchLink>; Department of Chemistry, Lomonosov Moscow State University, Moscow, Russia.; Skolkovo Institute of Science and Technology, Skolkovo, Russia.; Department of Chemistry and A.N. 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