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COVIDomic: A multi-modal cloud-based platform for identification of risk factors associated with COVID-19 severity.
Naumov V, Putin E, Pushkov S, Kozlova E, Romantsov K, Kalashnikov A, Galkin F, Tihonova N, Shneyderman A, Galkin E, Zinkevich A, Cope SM, Sethuraman R, Oprea TI, Pearson AT, Tay S, Agrawal N, Dubovenko A, Vanhaelen Q, Ozerov I, Aliper A, Izumchenko E, Zhavoronkov A. Naumov V, et al. Among authors: putin e. PLoS Comput Biol. 2021 Jul 14;17(7):e1009183. doi: 10.1371/journal.pcbi.1009183. eCollection 2021 Jul. PLoS Comput Biol. 2021. PMID: 34260589 Free PMC article.
Adversarial Threshold Neural Computer for Molecular de Novo Design.
Putin E, Asadulaev A, Vanhaelen Q, Ivanenkov Y, Aladinskaya AV, Aliper A, Zhavoronkov A. Putin E, et al. Mol Pharm. 2018 Oct 1;15(10):4386-4397. doi: 10.1021/acs.molpharmaceut.7b01137. Epub 2018 Mar 30. Mol Pharm. 2018. PMID: 29569445 Free article.
Applications of Deep Learning in Biomedicine.
Mamoshina P, Vieira A, Putin E, Zhavoronkov A. Mamoshina P, et al. Among authors: putin e. Mol Pharm. 2016 May 2;13(5):1445-54. doi: 10.1021/acs.molpharmaceut.5b00982. Epub 2016 Mar 29. Mol Pharm. 2016. PMID: 27007977 Review.
Use of deep neural network ensembles to identify embryonic-fetal transition markers: repression of COX7A1 in embryonic and cancer cells.
West MD, Labat I, Sternberg H, Larocca D, Nasonkin I, Chapman KB, Singh R, Makarev E, Aliper A, Kazennov A, Alekseenko A, Shuvalov N, Cheskidova E, Alekseev A, Artemov A, Putin E, Mamoshina P, Pryanichnikov N, Larocca J, Copeland K, Izumchenko E, Korzinkin M, Zhavoronkov A. West MD, et al. Among authors: putin e. Oncotarget. 2017 Dec 28;9(8):7796-7811. doi: 10.18632/oncotarget.23748. eCollection 2018 Jan 30. Oncotarget. 2017. PMID: 29487692 Free PMC article.
Reinforced Adversarial Neural Computer for de Novo Molecular Design.
Putin E, Asadulaev A, Ivanenkov Y, Aladinskiy V, Sanchez-Lengeling B, Aspuru-Guzik A, Zhavoronkov A. Putin E, et al. J Chem Inf Model. 2018 Jun 25;58(6):1194-1204. doi: 10.1021/acs.jcim.7b00690. Epub 2018 Jun 12. J Chem Inf Model. 2018. PMID: 29762023 Free article.
Population Specific Biomarkers of Human Aging: A Big Data Study Using South Korean, Canadian, and Eastern European Patient Populations.
Mamoshina P, Kochetov K, Putin E, Cortese F, Aliper A, Lee WS, Ahn SM, Uhn L, Skjodt N, Kovalchuk O, Scheibye-Knudsen M, Zhavoronkov A. Mamoshina P, et al. Among authors: putin e. J Gerontol A Biol Sci Med Sci. 2018 Oct 8;73(11):1482-1490. doi: 10.1093/gerona/gly005. J Gerontol A Biol Sci Med Sci. 2018. PMID: 29340580 Free PMC article.
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