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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: pushkov s. 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.
Precious1GPT: multimodal transformer-based transfer learning for aging clock development and feature importance analysis for aging and age-related disease target discovery.
Urban A, Sidorenko D, Zagirova D, Kozlova E, Kalashnikov A, Pushkov S, Naumov V, Sarkisova V, Leung GHD, Leung HW, Pun FW, Ozerov IV, Aliper A, Ren F, Zhavoronkov A. Urban A, et al. Among authors: pushkov s. Aging (Albany NY). 2023 Jun 13;15(11):4649-4666. doi: 10.18632/aging.204788. Epub 2023 Jun 13. Aging (Albany NY). 2023. PMID: 37315204 Free PMC article.