Manvel Avetisian

20 papers B 2Journal 11Unranked 7

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	FREED++: Improving RL Agents for Fragment-Based Molecule Generation by Thorough Reproduction. CoRR Alexander Telepov, Artem Tsypin, Kuzma Khrabrov, Sergey Yakukhnov, Pavel Strashnov, Petr Zhilyaev, Egor Rumiantsev, Daniel Ezhov, Manvel Avetisian, Olga Popova, Artur Kadurin
2023	J	`jnl`	FREED++: Improving RL Agents for Fragment-Based Molecule Generation by Thorough Reproduction. Trans. Mach. Learn. Res. Alexander Telepov, Artem Tsypin, Kuzma Khrabrov, Sergey Yakukhnov, Pavel Strashnov, Petr Zhilyaev, Egor Rumiantsev, Daniel Ezhov, Manvel Avetisian, Olga Popova, Artur Kadurin
2023	J	`jnl`	Gradual Optimization Learning for Conformational Energy Minimization. CoRR Artem Tsypin, Leonid Ugadiarov, Kuzma Khrabrov, Manvel Avetisian, Alexander Telepov, Egor Rumiantsev, Alexey Skrynnik, Aleksandr I. Panov, Dmitry P. Vetrov, Elena Tutubalina, Artur Kadurin
2022	B	`conf`	Medical Crossing: a Cross-lingual Evaluation of Clinical Entity Linking. LREC Anton Alekseev, Zulfat Miftahutdinov, Elena Tutubalina, Artem Shelmanov, Vladimir Ivanov, Vladimir Kokh, Alexandr Nesterov, Manvel Avetisian, Andrey Chertok, Sergey I. Nikolenko
2022	J	`jnl`	Project Achoo: A Practical Model and Application for COVID-19 Detection From Recordings of Breath, Voice, and Cough. IEEE J. Sel. Top. Signal Process. Alexander Ponomarchuk, Ilya Burenko, Elian Malkin, Ivan Nazarov, Vladimir Kokh, Manvel Avetisian, Leonid Zhukov
2022	—	`conf`	RuCCoN: Clinical Concept Normalization in Russian. ACL (Findings) Alexandr Nesterov, Galina Zubkova, Zulfat Miftahutdinov, Vladimir Kokh, Elena Tutubalina, Artem Shelmanov, Anton Alekseev, Manvel Avetisian, Andrey Chertok, Sergey I. Nikolenko
2022	—	`conf`	Towards Computationally Feasible Deep Active Learning. NAACL-HLT (Findings) Akim Tsvigun, Artem Shelmanov, Gleb Kuzmin, Leonid Sanochkin, Daniil Larionov, Gleb Gusev, Manvel Avetisian, Leonid Zhukov
2022	J	`jnl`	Towards Computationally Feasible Deep Active Learning. CoRR Akim Tsvigun, Artem Shelmanov, Gleb Kuzmin, Leonid Sanochkin, Daniil Larionov, Gleb Gusev, Manvel Avetisian, Leonid Zhukov
2022	—	`conf`	Uncertainty Estimation of Transformer Predictions for Misclassification Detection. ACL (1) Artem Vazhentsev, Gleb Kuzmin, Artem Shelmanov, Akim Tsvigun, Evgenii Tsymbalov, Kirill Fedyanin, Maxim Panov, Alexander Panchenko, Gleb Gusev, Mikhail Burtsev, Manvel Avetisian, Leonid Zhukov
2021	J	`jnl`	CoRSAI: A System for Robust Interpretation of CT Scans of COVID-19 Patients Using Deep Learning. CoRR Manvel Avetisian, Ilya Burenko, Konstantin Egorov, Vladimir Kokh, Aleksandr Nesterov, Aleksandr Nikolaev, Alexander Ponomarchuk, Elena Sokolova, Alexander Tuzhilin, Dmitry Umerenkov
2021	J	`jnl`	CoRSAI: A System for Robust Interpretation of CT Scans of COVID-19 Patients Using Deep Learning. ACM Trans. Manag. Inf. Syst. Manvel Avetisian, Ilya Burenko, Konstantin Egorov, Vladimir Kokh, Aleksandr Nesterov, Aleksandr Nikolaev, Alexander Ponomarchuk, Elena Sokolova, Alex Tuzhilin, Dmitry Umerenkov
2021	—	`conf`	Noise-resilient Automatic Interpretation of Holter ECG Recordings. BIOSIGNALS Konstantin Egorov, Elena Sokolova, Manvel Avetisian, Alexander Tuzhilin
2021	J	`jnl`	Project Achoo: A Practical Model and Application for COVID-19 Detection from Recordings of Breath, Voice, and Cough. CoRR Alexander Ponomarchuk, Ilya Burenko, Elian Malkin, Ivan Nazarov, Vladimir Kokh, Manvel Avetisian, Leonid Zhukov
2020	J	`jnl`	Noise-Resilient Automatic Interpretation of Holter ECG Recordings. CoRR Konstantin Egorov, Elena Sokolova, Manvel Avetisian, Alexander Tuzhilin
2020	B	`conf`	Predicting Clinical Diagnosis from Patients Electronic Health Records Using BERT-Based Neural Networks. AIME Pavel Blinov, Manvel Avetisian, Vladimir Kokh, Dmitry Umerenkov, Alexander Tuzhilin
2020	J	`jnl`	Predicting Clinical Diagnosis from Patients Electronic Health Records Using BERT-based Neural Networks. CoRR Pavel Blinov, Manvel Avetisian, Vladimir Kokh, Dmitry Umerenkov, Alexander Tuzhilin
2020	J	`jnl`	Radiologist-level stroke classification on non-contrast CT scans with Deep U-Net. CoRR Manvel Avetisian, Vladimir Kokh, Alexander Tuzhilin, Dmitry Umerenkov
2020	—	`conf`	Transformer Models for Drug Adverse Effects Detection from Tweets. SMM4H@COLING Pavel Blinov, Manvel Avetisian
2019	—	`conf`	Radiologist-Level Stroke Classification on Non-contrast CT Scans with Deep U-Net. MICCAI (3) Manvel Avetisian, Vladimir Kokh, Alexander Tuzhilin, Dmitry Umerenkov
2017	—	`conf`	Volumetric Medical Image Segmentation with Deep Convolutional Neural Networks. DAMDID/RCDL Manvel Avetisian