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ORCIDDmitry Umerenkov
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2020 – today
- 2023
[j2]Dmitriy Umerenkov, Fedor Nikolaev, Tatiana I Shashkova, Pavel V. Strashnov, Maria Sindeeva, Andrey Shevtsov, Nikita V. Ivanisenko
, Olga L. Kardymon:
PROSTATA: a framework for protein stability assessment using transformers. Bioinform. 39(10) (2023)- [i9]Dmitriy Umerenkov, Oleg Cherkashin, Alexander S. Nesterov, Victor Gombolevskiy, Irina Demko, Alexander Yalunin, Vladimir Kokh:
Predicting COVID-19 and pneumonia complications from admission texts. CoRR abs/2305.03661 (2023) - [i8]Dmitriy Umerenkov, Galina Zubkova, Aleksandr Nesterov:
Deciphering Diagnoses: How Large Language Models Explanations Influence Clinical Decision Making. CoRR abs/2310.01708 (2023) - 2022
- [c4]Aleksandr Nesterov, Bulat Ibragimov, Dmitriy Umerenkov, Artem Shelmanov, Galina Zubkova, Vladimir Kokh:
NeuralSympCheck: A Symptom Checking and Disease Diagnostic Neural Model with Logic Regularization. AIME 2022: 76-87 - [i7]Alexander S. Nesterov, Dmitry Umerenkov:
Distantly supervised end-to-end medical entity extraction from electronic health records with human-level quality. CoRR abs/2201.10463 (2022) - [i6]Alexander Yalunin, Dmitriy Umerenkov, Vladimir Kokh:
Abstractive summarization of hospitalisation histories with transformer networks. CoRR abs/2204.02208 (2022) - [i5]Alexander Yalunin, Alexander S. Nesterov, Dmitriy Umerenkov:
RuBioRoBERTa: a pre-trained biomedical language model for Russian language biomedical text mining. CoRR abs/2204.03951 (2022) - [i4]Aleksandr Nesterov, Bulat Ibragimov, Dmitriy Umerenkov, Artem Shelmanov, Galina Zubkova, Vladimir Kokh:
NeuralSympCheck: A Symptom Checking and Disease Diagnostic Neural Model with Logic Regularization. CoRR abs/2206.00906 (2022) - 2021
- [j1]Manvel Avetisian, Ilya Burenko, Konstantin Egorov, Vladimir Kokh, Aleksandr Nesterov, Aleksandr Nikolaev, Alexander Ponomarchuk, Elena Sokolova, Alex Tuzhilin, Dmitry Umerenkov:
CoRSAI: A System for Robust Interpretation of CT Scans of COVID-19 Patients Using Deep Learning. ACM Trans. Manag. Inf. Syst. 12(4): 28:1-28:16 (2021) - [c3]Alexander Yalunin, Elena Sokolova, Ilya Burenko, Alexander Ponomarchuk, Olga Puchkova, Dmitriy Umerenkov:
Generating Mammography Reports from Multi-view Mammograms with BERT. EMNLP (Findings) 2021: 153-162 - [i3]Manvel Avetisian, Ilya Burenko, Konstantin Egorov, Vladimir Kokh, Aleksandr Nesterov, Aleksandr Nikolaev, Alexander Ponomarchuk, Elena Sokolova, Alexander Tuzhilin, Dmitry Umerenkov:
CoRSAI: A System for Robust Interpretation of CT Scans of COVID-19 Patients Using Deep Learning. CoRR abs/2105.11863 (2021) - 2020
- [c2]Pavel Blinov, Manvel Avetisian, Vladimir Kokh, Dmitry Umerenkov, Alexander Tuzhilin:
Predicting Clinical Diagnosis from Patients Electronic Health Records Using BERT-Based Neural Networks. AIME 2020: 111-121 - [i2]Manvel Avetisian, Vladimir Kokh, Alexander Tuzhilin, Dmitry Umerenkov:
Radiologist-level stroke classification on non-contrast CT scans with Deep U-Net. CoRR abs/2003.14287 (2020) - [i1]Pavel Blinov, Manvel Avetisian, Vladimir Kokh, Dmitry Umerenkov, Alexander Tuzhilin:
Predicting Clinical Diagnosis from Patients Electronic Health Records Using BERT-based Neural Networks. CoRR abs/2007.07562 (2020)
2010 – 2019
- 2019
- [c1]Manvel Avetisian, Vladimir Kokh, Alexander Tuzhilin, Dmitry Umerenkov:
Radiologist-Level Stroke Classification on Non-contrast CT Scans with Deep U-Net. MICCAI (3) 2019: 820-828
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