Research output per year
Research output per year
Organization profile
Profile Information
The laboratory deals with fundamental and applied tasks of machine learning in the field of processing audio, video and text information. We develop approaches to machine learning from the perspective of quantum computer science. Modern methods of deep neural networks training are used for applied problems of speech recognition and generation, computer vision, and text analysis
Strategic academic units
- Informational and Humanitarian Technologies of Knowledge Presentation in Educational Systems
Fingerprint
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Network
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Profiles
Research output
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3D Visualization of Brain Tumors via Artificial Intelligence
Letyagin, A., Amelina, E., Tuchinov, B., Groza, V., Tolstokulakov, N., Amelin, M., Golushko, S. & Pavlovskiy, E., 26 May 2021, Proceedings - 2021 IEEE Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine, CSGB 2021. p. 280-283 4 p. 9496040. (Proceedings - 2021 IEEE Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine, CSGB 2021).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
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Brain Tumor Classification based on MR Images using GAN as a Pre-Trained Model
Yerukalareddy, D. R. & Pavlovskiy, E., 26 May 2021, Proceedings - 2021 IEEE Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine, CSGB 2021. IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, p. 380-384 5 p. 9496036. (Proceedings - 2021 IEEE Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine, CSGB 2021).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
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Brain Tumor Segmentation and Associated Uncertainty Evaluation Using Multi-sequences MRI Mixture Data Preprocessing
Groza, V., Tuchinov, B., Amelina, E., Pavlovskiy, E., Tolstokulakov, N., Amelin, M., Golushko, S. & Letyagin, A., Mar 2021, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 6th International Workshop, BrainLes 2020, Held in Conjunction with MICCAI 2020, Revised Selected Papers. Crimi, A. & Bakas, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 148-157 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12659 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
1 Citation (Scopus)
Prizes
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File
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Благодарность
Павловский, Евгений Николаевич (Operator) & Амелина, Евгения Валерьевна (Recipient), Nov 2019
Prize: Other distinction
File
Activities
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Bioinformatics of Genome Regulation and Structure Systems Biology (BGRS/SB-2020): The Twelfth International Multiconference (06-10 July 2020, Novosibirsk, Russia)
Евгения Валерьевна Амелина (Participant) & Баир Николаевич Тучинов (Participant)
8 Jul 2020Activity: Participating in or organising an event › Participating in a conference, workshop, ...
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17th IEEE International Symposium on Biomedical Imaging Workshops, ISBI Workshops 2020
Николай Юрьевич Толстокулаков (Participant) & Баир Николаевич Тучинов (Participant)
4 Apr 2020Activity: Participating in or organising an event › Participating in a conference, workshop, ...
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Сибирская венчурная ярмарка
Баир Николаевич Тучинов (Participant)
30 Oct 2020Activity: Participating in or organising an event › Participating in a conference, workshop, ...
Press / Media
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Новосибирские ученые разработали технологию для улучшения диагностики опухолей мозга с помощью искусственного интеллекта
Баир Николаевич Тучинов, Евгений Николаевич Павловский & Андрей Юрьевич Летягин
06.04.2021
1 Media contribution
Press/Media: Research
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Стартовал второй сезон программы «Есть вопрос?!»
21.01.2021
1 item of Media coverage, 1 Media contribution
Press/Media: Public Engagement Activities
Student theses
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A Music Generation System Based on Machine Learning / Система генерации музыки на основе машинного обучения
Author: Прокопчик, К. В., 30 Jun 2018Supervisor: Павловский, Е. Н. (Supervisor)
Student thesis: Master's Thesis
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Biometric personal identification system based on patterns created by network traffic analysis
Author: Начын, А. О., 30 Jun 2018Supervisor: Павловский, Е. Н. (Supervisor) & Хазанкин, Г. Р. (Supervisor)
Student thesis: Master's Thesis
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Generating high quality synthetic speech using GAN as vocoder post-processing
Author: Шэн, Л., Jun 2019Supervisor: Павловский, Е. Н. (Supervisor)
Student thesis: Master's Thesis