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DeepMAge: A Methylation Aging Clock Developed with Deep Learning.
Galkin F, Mamoshina P, Kochetov K, Sidorenko D, Zhavoronkov A. Galkin F, et al. Among authors: sidorenko d. Aging Dis. 2021 Aug 1;12(5):1252-1262. doi: 10.14336/AD.2020.1202. eCollection 2021 Aug. Aging Dis. 2021. PMID: 34341706 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: sidorenko d. 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.
Quantum-assisted fragment-based automated structure generator (QFASG) for small molecule design: an in vitro study.
Evteev S, Ivanenkov Y, Semenov I, Malkov M, Mazaleva O, Bodunov A, Bezrukov D, Sidorenko D, Terentiev V, Malyshev A, Zagribelnyy B, Korzhenevskaya A, Aliper A, Zhavoronkov A. Evteev S, et al. Among authors: sidorenko d. Front Chem. 2024 Apr 3;12:1382512. doi: 10.3389/fchem.2024.1382512. eCollection 2024. Front Chem. 2024. PMID: 38633987 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. NPJ Aging. 2024 Aug 8;10(1):37. doi: 10.1038/s41514-024-00163-3. NPJ Aging. 2024. PMID: 39117678 Free PMC article.
32 results