Stefan Pushkov

Precious1GPT: multimodal transformer-based transfer learning for aging clock development and feature importance analysis for aging and age-related disease target discovery

Anatoly Urban, Denis Sidorenko, Diana Zagirova et al. · Aging · 2023 · 27 citations · Full text

Engineering, Machine Learning, Clock Development +18

Biomedical generative pre-trained based transformer language model for age-related disease target discovery

Diana Zagirova, Stefan Pushkov, Geoffrey Ho Duen Leung et al. · Aging · 2023 · 25 citations · Full text

Target Discovery, Engineering, Biomedical Generative +22

Precious2GPT: the combination of multiomics pretrained transformer and conditional diffusion for artificial multi-omics multi-species multi-tissue sample generation

Denis Sidorenko, Stefan Pushkov, Akhmed Sakip et al. · npj Aging · 2024 · 16 citations · Full text

Precious3GPT: Multimodal Multi-Species Multi-Omics Multi-Tissue Transformer for Aging Research and Drug Discovery

Fedor Galkin, Stefan Pushkov, Denis Sidorenko et al. · 2024 · 14 citations · Full text

COVIDomic: A multi-modal cloud-based platform for identification of risk factors associated with COVID-19 severity

Stefan Pushkov, Ekaterina Kozlova, Konstantin Romantsov et al. · PLoS Computational Biology · 2021 · 12 citations · Full text