Concepedia

Ekaterina Kozlova

EK

5

Publications

106

Citations

5

H-Index

2019

Active since

Affiliations

University of New Mexico(Current)

Ekaterina Kozlova is an author at University of New Mexico specializing in data science, engineering, and bioinformatics.

Top concepts

EngineeringData ScienceOmicsMedicineText MiningBiostatisticsBioinformaticsSystems BiologyMachine LearningComputational Biology

Publications per year

2019–2024

5

Publications

5

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

Application of Natural Language Processing Algorithms to the Task of Automatic Classification of Russian Scientific Texts

A. Yu. Romanov, Konstantin Lomotin, Ekaterina Kozlova · Data Science Journal · 2019 · 26 citations · Full text

Engineering, Machine Learning, Semantics +24

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

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

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