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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: kozlova e. 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.
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: kozlova 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.
Precious2GPT: the combination of multiomics pretrained transformer and conditional diffusion for artificial multi-omics multi-species multi-tissue sample generation.
Sidorenko D, Pushkov S, Sakip A, Leung GHD, Lok SWY, Urban A, Zagirova D, Veviorskiy A, Tihonova N, Kalashnikov A, Kozlova E, Naumov V, Pun FW, Aliper A, Ren F, Zhavoronkov A. Sidorenko D, et al. Among authors: kozlova e. NPJ Aging. 2024 Aug 8;10(1):37. doi: 10.1038/s41514-024-00163-3. NPJ Aging. 2024. PMID: 39117678 Free PMC article.
Dendritic cells type 1 control the formation, maintenance, and function of tertiary lymphoid structures in cancer.
Mattiuz R, Boumelha J, Hamon P, Le Berichel J, Vaidya A, Soong BY, Halasz L, Radkevich E, Kim HM, Park MD, Donne R, Troncoso L, D'Souza D, Kaiza ME, MacFawn IP, Belabed M, Mestrallet G, Humblin E, Merand R, Hennequin C, Ioannou G, Ozbey S, Figueiredo I, Hegde S, Tepper A, Merarda H, Nemeth E, Goldstein S, Reid AM, Noureddine M, Tabachnikova A, Ahmed J, Polydorides AD, Bhardwaj N, Lujambio A, Chen Z, Kozlova EG, Kim-Schulze S, Brody JD, Schotsaert M, Moussion C, Gnjatic S, Sautès-Fridman C, Fridman WH, Roudko V, Brown BD, Marron TU, Cyster JG, Salmon H, Bruno TC, Joshi NS, Kamphorst AO, Merad M. Mattiuz R, et al. Among authors: kozlova eg. bioRxiv [Preprint]. 2024 Dec 27:2024.12.27.628014. doi: 10.1101/2024.12.27.628014. bioRxiv. 2024. PMID: 39763802 Free PMC article. Preprint.
Microgravity Effect on Pancreatic Islets.
Zeger L, Barasa P, Han Y, Hellgren J, Redwan IN, Reiche ME, Florin G, Christoffersson G, Kozlova EN. Zeger L, et al. Among authors: kozlova en. Cells. 2024 Sep 21;13(18):1588. doi: 10.3390/cells13181588. Cells. 2024. PMID: 39329769 Free PMC article.
330 results