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Dmitriy Umerenkov
Dmitriy Umerenkov
AIRI
在 airi.net 的电子邮件经过验证
标题
引用次数
引用次数
年份
Et-rnn: Applying deep learning to credit loan applications
D Babaev, M Savchenko, A Tuzhilin, D Umerenkov
Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019
1062019
SEMA: Antigen B-cell conformational epitope prediction using deep transfer learning
TI Shashkova, D Umerenkov, M Salnikov, PV Strashnov, ...
Frontiers in immunology 13, 960985, 2022
342022
Predicting clinical diagnosis from patients electronic health records using BERT-based neural networks
P Blinov, M Avetisian, V Kokh, D Umerenkov, A Tuzhilin
Artificial Intelligence in Medicine: 18th International Conference on …, 2020
282020
Radiologist-level stroke classification on non-contrast ct scans with deep u-net
A Manvel, K Vladimir, T Alexander, U Dmitry
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
242019
RuBioRoBERTa: a pre-trained biomedical language model for Russian language biomedical text mining
A Yalunin, A Nesterov, D Umerenkov
arXiv preprint arXiv:2204.03951, 2022
112022
PROSTATA: a framework for protein stability assessment using transformers
D Umerenkov, F Nikolaev, TI Shashkova, PV Strashnov, M Sindeeva, ...
Bioinformatics 39 (11), btad671, 2023
9*2023
Z-flipon variants reveal the many roles of Z-DNA and Z-RNA in health and disease
D Umerenkov, A Herbert, D Konovalov, A Danilova, N Beknazarov, ...
Life Science Alliance 6 (7), 2023
82023
CoRSAI: A system for robust interpretation of CT scans of COVID-19 patients using deep learning
M Avetisian, I Burenko, K Egorov, V Kokh, A Nesterov, A Nikolaev, ...
ACM Transactions on Management Information Systems (TMIS) 12 (4), 1-16, 2021
82021
Neuralsympcheck: A symptom checking and disease diagnostic neural model with logic regularization
A Nesterov, B Ibragimov, D Umerenkov, A Shelmanov, G Zubkova, ...
International Conference on Artificial Intelligence in Medicine, 76-87, 2022
62022
Distantly supervised end-to-end medical entity extraction from electronic health records with human-level quality
A Nesterov, D Umerenkov
arXiv preprint arXiv:2201.10463, 2022
62022
Deciphering Diagnoses: How Large Language Models Explanations Influence Clinical Decision Making
D Umerenkov, G Zubkova, A Nesterov
arXiv preprint arXiv:2310.01708, 2023
52023
Abstractive summarization of hospitalisation histories with transformer networks
A Yalunin, D Umerenkov, V Kokh
arXiv preprint arXiv:2204.02208, 2022
52022
SEMA 2.0: web-platform for B-cell conformational epitopes prediction using artificial intelligence
NV Ivanisenko, TI Shashkova, A Shevtsov, M Sindeeva, D Umerenkov, ...
Nucleic Acids Research, gkae386, 2024
12024
CPAISD: Core-penumbra acute ischemic stroke dataset
D Umerenkov, S Kudin, M Peksheva, D Pavlov
arXiv preprint arXiv:2404.02518, 2024
2024
Analysis of live cell data with G-DNABERT supports a role for G-quadruplexes in chromatin looping
M Poptsova, A Herbert, D Konovalov, D Umerenkov
bioRxiv, 2024.06. 21.599985, 2024
2024
Generating Genomic Maps of Z-DNA with the Transformer Algorithm
D Umerenkov, V Kokh, A Herbert, M Poptsova
Data Analysis and Optimization: In Honor of Boris Mirkin's 80th Birthday …, 2023
2023
Predicting COVID-19 and pneumonia complications from admission texts
D Umerenkov, O Cherkashin, A Nesterov, V Gombolevskiy, I Demko, ...
arXiv preprint arXiv:2305.03661, 2023
2023
Generating Mammography Reports from Multi-view Mammograms with BERT
A Yalunin, E Sokolova, I Burenko, A Ponomarchuk, O Puchkova, ...
Findings of the Association for Computational Linguistics: EMNLP 2021, 153-162, 2021
2021
СРАВНИТЕЛЬНОЕ ИССЛЕДОВАНИЕ СИСТЕМЫ БЕСКОНТРАСТНОЙ КТ-ДИАГНОСТИКИ ОСТРОГО ИШЕМИЧЕСКОГО ИНСУЛЬТА НА БАЗЕ НЕЙРОННЫХ СЕТЕЙ ГЛУБОКОГО ОБУЧЕНИЯ
АА Прохорихин, ВИ Байструков, АА Бойков, ДУ Малаев, АР Таркова, ...
Российский электронный журнал лучевой диагностики 10 (3), 36-45, 2020
2020
СПОСОБ РАСЧЕТА КРЕДИТНОГО РЕЙТИНГА КЛИЕНТА
ДЛ Бабаев, ДЕ Умеренков, МС Савченко
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