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Journal Articles
- 2023
[j3]Alexander Telepov, Artem Tsypin, Kuzma Khrabrov, Sergey Yakukhnov, Pavel Strashnov, Petr Zhilyaev, Egor Rumiantsev, Daniel Ezhov, Manvel Avetisian, Olga Popova, Artur Kadurin:
FREED++: Improving RL Agents for Fragment-Based Molecule Generation by Thorough Reproduction. Trans. Mach. Learn. Res. 2023 (2023)- 2022
- [j2]Alexander Ponomarchuk
, Ilya Burenko, Elian Malkin, Ivan Nazarov, Vladimir Kokh, Manvel Avetisian, Leonid Zhukov:
Project Achoo: A Practical Model and Application for COVID-19 Detection From Recordings of Breath, Voice, and Cough. IEEE J. Sel. Top. Signal Process. 16(2): 175-187 (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)
Conference and Workshop Papers
- 2022
- [c9]Alexandr Nesterov, Galina Zubkova, Zulfat Miftahutdinov, Vladimir Kokh, Elena Tutubalina, Artem Shelmanov, Anton Alekseev, Manvel Avetisian, Andrey Chertok, Sergey I. Nikolenko:
RuCCoN: Clinical Concept Normalization in Russian. ACL (Findings) 2022: 239-245 - [c8]Artem Vazhentsev, Gleb Kuzmin, Artem Shelmanov, Akim Tsvigun, Evgenii Tsymbalov, Kirill Fedyanin, Maxim Panov, Alexander Panchenko, Gleb Gusev, Mikhail Burtsev, Manvel Avetisian, Leonid Zhukov:
Uncertainty Estimation of Transformer Predictions for Misclassification Detection. ACL (1) 2022: 8237-8252 - [c7]Anton Alekseev, Zulfat Miftahutdinov, Elena Tutubalina, Artem Shelmanov, Vladimir Ivanov, Vladimir Kokh, Alexandr Nesterov, Manvel Avetisian, Andrey Chertok, Sergey I. Nikolenko:
Medical Crossing: a Cross-lingual Evaluation of Clinical Entity Linking. LREC 2022: 4212-4220 - [c6]Akim Tsvigun, Artem Shelmanov, Gleb Kuzmin, Leonid Sanochkin, Daniil Larionov, Gleb Gusev, Manvel Avetisian, Leonid Zhukov:
Towards Computationally Feasible Deep Active Learning. NAACL-HLT (Findings) 2022: 1198-1218 - 2021
- [c5]Konstantin Egorov, Elena Sokolova, Manvel Avetisian, Alexander Tuzhilin:
Noise-resilient Automatic Interpretation of Holter ECG Recordings. BIOSIGNALS 2021: 208-214 - 2020
- [c4]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 - [c3]Pavel Blinov, Manvel Avetisian:
Transformer Models for Drug Adverse Effects Detection from Tweets. SMM4H@COLING 2020: 110-112 - 2019
- [c2]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 - 2017
- [c1]Manvel Avetisian:
Volumetric Medical Image Segmentation with Deep Convolutional Neural Networks. DAMDID/RCDL 2017: 5-9
Informal and Other Publications
- 2024
- [i8]Alexander Telepov, Artem Tsypin, Kuzma Khrabrov, Sergey Yakukhnov, Pavel Strashnov, Petr Zhilyaev, Egor Rumiantsev, Daniel Ezhov, Manvel Avetisian, Olga Popova, Artur Kadurin:
FREED++: Improving RL Agents for Fragment-Based Molecule Generation by Thorough Reproduction. CoRR abs/2401.09840 (2024) - 2023
- [i7]Artem Tsypin, Leonid Ugadiarov, Kuzma Khrabrov, Manvel Avetisian, Alexander Telepov, Egor Rumiantsev, Alexey Skrynnik, Aleksandr I. Panov, Dmitry P. Vetrov, Elena Tutubalina, Artur Kadurin:
Gradual Optimization Learning for Conformational Energy Minimization. CoRR abs/2311.06295 (2023) - 2022
- [i6]Akim Tsvigun, Artem Shelmanov, Gleb Kuzmin, Leonid Sanochkin, Daniil Larionov, Gleb Gusev, Manvel Avetisian, Leonid Zhukov:
Towards Computationally Feasible Deep Active Learning. CoRR abs/2205.03598 (2022) - 2021
- [i5]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) - [i4]Alexander Ponomarchuk, Ilya Burenko, Elian Malkin, Ivan Nazarov, Vladimir Kokh, Manvel Avetisian, Leonid Zhukov:
Project Achoo: A Practical Model and Application for COVID-19 Detection from Recordings of Breath, Voice, and Cough. CoRR abs/2107.10716 (2021) - 2020
- [i3]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) - [i2]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) - [i1]Konstantin Egorov, Elena Sokolova, Manvel Avetisian, Alexander Tuzhilin:
Noise-Resilient Automatic Interpretation of Holter ECG Recordings. CoRR abs/2011.09303 (2020)
Coauthor Index
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