Accurate assembly of minority viral haplotypes from next-generation sequencing through efficient noise reduction S Knyazev, V Tsyvina, A Shankar, A Melnyk, A Artyomenko, T Malygina, ... Nucleic acids research 49 (17), e102-e102, 2021 | 52 | 2021 |
Data augmentation with GAN: Improving chest X-ray pathologies prediction on class-imbalanced cases T Malygina, E Ericheva, I Drokin International conference on analysis of images, social networks and texts …, 2019 | 30 | 2019 |
Cliquesnv: Scalable reconstruction of intra-host viral populations from ngs reads S Knyazev, V Tsyvina, A Melnyk, A Artyomenko, T Malygina, YB Porozov, ... BioRxiv, 264242, 2018 | 25 | 2018 |
CliqueSNV: an efficient noise reduction technique for accurate assembly of viral variants from NGS data S Knyazev, V Tsyvina, A Shankar, A Melnyk, A Artyomenko, T Malygina, ... bioRxiv 264242, 2020 | 12 | 2020 |
GANs' N Lungs: improving pneumonia prediction T Malygina, E Ericheva, I Drokin | 10 | 2019 |
ICML 2023 topological deep learning challenge: design and results M Papillon, M Hajij, A Myers, F Frantzen, G Zamzmi, H Jenne, J Mathe, ... Topological, Algebraic and Geometric Learning Workshops 2023, 3-8, 2023 | 6 | 2023 |
CliqueSNV: scalable reconstruction of intra‐host viral populations from NGS reads. bioRxiv 2018; 1‐8 S Knyazev, V Tsyvina, A Melnyk, T Malygina, YB Porozov, E Campbell | 5 | |
Dr. Paper: Find Your Personal Max Planck T Malygina, A Shatalova, A Puchkovskaya International Conference on Digital Transformation and Global Society, 432-438, 2019 | | 2019 |
A Model-Free Comorbidities-Based Events Prediction in ICU Unit T Malygina, I Drokin Artificial Intelligence and Natural Language: 7th International Conference …, 2018 | | 2018 |
Exploring sequence landscape of biosynthetic gene clusters with protein language models T Malygina, O Kalinina ICML'24 Workshop ML for Life and Material Science: From Theory to Industry …, 0 | | |
Russian Diminutive Name Generation D Rodionova, T Malygina | | |
Automatic generation of diminutive names D Rodionova, T Malygina | | |
Reproducibility Project: DeepSite T Malygina, V Borovitskiy, Y Porozov | | |