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  1. 2024

  2. Технология искусственного интеллекта для предоперационного анализа МРТ-изображений в нейроонкологии

    Летягин, А. Ю., Голушко, С. К., Рзаев, Д. А. О., Амелина, Е. В., Павловский, Е., Тучинов, Б. Н., Гроза, В. В., Амелин, М. Е. & Толстокулаков, Н. Ю., 2024, Новосибирск: ФГУП "Издательство СО РАН". 88 p.

    Research output: Book/Report › Book › Research › peer-review

  3. 2023

  4. Diagnosis Neuro-Oncology Diseases via Artificial Intelligence and Multi-Sequence MRI Methods

    Letyagin, A., Amelina, E., Tuchinov, B., Groza, V., Amelin, M., Golushko, S. & Pavlovskiy, E., 2023, 2023 IEEE Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine, CSGB 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 112-117 6 p. (2023 IEEE Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine, CSGB 2023 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  5. Программный модуль для диагностики опухолей головного мозга на МРТ-изображениях

    Тучинов, Б. Н., Летягин, А. Ю., Амелина, Е. В., Амелин, М. Е., Павловский, Е. & Голушко, С. К., 2023, In: Digital Diagnostics. 4, 1S, p. 138-140 3 p., 43.

    Research output: Contribution to journal › Conference article › peer-review

  6. 2022

  7. Система для дифференциальной диагностики опухолей головного мозга на МРТ-изображениях

    Пнев, С. Д., Тучинов, Б. Н., Павловский, Е. & Толстокулаков, Н. Ю., 22 Dec 2022, Роспатент - Федеральная служба по интеллектуальной собственности, Patent No. 2022685266, 15 Dec 2022, Priority date 15 Dec 2022, Priority No. 2022684778/69

    Research output: Patent › Software registration

  8. Система персонализированных рекомендаций для участников мультиязычных мероприятий на основе машинного обучения и облачных технологий (SaaS)

    Pavlovskiy, E., Тучинов, Б. Н. & Суворов, В., 8 Sept 2022, Роспатент - Федеральная служба по интеллектуальной собственности, Patent No. 2022666871, 30 Aug 2022, Priority date 8 Sept 2022, Priority No. 2022665878

    Research output: Patent › Software registration

  9. Brain Tumor Segmentation with Self-supervised Enhance Region Post-processing

    Pnev, S., Groza, V., Tuchinov, B., Amelina, E., Pavlovskiy, E., Tolstokulakov, N., Amelin, M., Golushko, S. & Letyagin, A., 2022, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 7th International Workshop, BrainLes 2021, Held in Conjunction with MICCAI 2021, Revised Selected Papers. Crimi, A. & Bakas, S. (eds.). Springer, p. 267-275 9 p. 24. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12963 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  10. Multi-class abdominal aortic aneurysm segmentation via 3D neural networks

    Тучинов, Б. Н., Амелина, Е. В., Пнев, С. Д., Гроза, В. В., Никитин, Н. А. & Карпенко, А. А., 2022, BIOINFORMATICS OF GENOME REGULATION AND STRUCTURE/SYSTEMS BIOLOGY (BGRS/SB-2022): Abstracts the Thirteenth International Multiconference. p. 1124-1125 2 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  11. Multi-Class Brain Tumor Segmentation via 3d and 2d Neural Networks

    Pnev, S., Groza, V., Tuchinov, B., Amelina, E., Pavlovskiy, E., Tolstokulakov, N., Amelin, M., Golushko, S. & Letyagin, A., 2022, ISBI 2022 - Proceedings: 2022 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, 5 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2022-March).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  12. Особенности создания базы данных нейроонкологических 3D МРТ-изображений для обучения искусственного интеллекта

    Амелина, Е. В., Летягин, А. Ю., Тучинов, Б. Н., Толстокулаков, Н. Ю., Амелин, М. Е., Павловский, Е., Гроза, В. В. & Голушко, С. К., 2022, In: Сибирский научный медицинский журнал. 42, 6, p. 51-59 9 p., 6.

    Research output: Contribution to journal › Article › peer-review

  13. 2021

  14. Система определения отношения целевых текстов к текстам на естественном языке

    Тучинов, Б. Н. & Суворов, В., 16 Nov 2021, Редакционно-издательский центр НГУ, Patent No. 49, Priority date 12 Nov 2021

    Research output: Patent › Know-how registration

  15. Система для автоматической сегментации опухолей головного мозга

    Тучинов, Б. Н., Толстокулаков, Н. Ю., Амелина, Е. В., Гроза, В. В., Павловский, Е. Н., Амелин, М. Е., Летягин, А. Ю. & Голушко, С. К., 20 Aug 2021, Редакционно-издательский центр НГУ, Patent No. 48, Priority date 19 Aug 2021

    Research output: Patent › Know-how registration

  16. 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. Institute of Electrical and Electronics Engineers Inc., 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

  17. Масштабируемая система автоматического распознавания русской разговорной речи ASR-NSU-AI

    Тучинов, Б. Н., Бондаренко, И. Ю., Павловский, Е. Н., Носенко, Д. И., Кучуганова, С. Е. & Баушенко, М. А., 12 May 2021, Редакционно-издательский центр НГУ, Patent No. 46, Priority date 29 Apr 2021

    Research output: Patent › Know-how registration

  18. 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, 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

  19. 2020

  20. Система определения мнений из открытых источников

    Тучинов, Б. Н., Pavlovskiy, E., Бондаренко, И. & Паульс, А. Е., 29 Dec 2020, Редакционно-издательский центр НГУ, Patent No. 45, Priority date 28 Dec 2020

    Research output: Patent › Know-how registration

  21. Using Few-Shot Learning Techniques for Named Entity Recognition and Relation Extraction

    Bondarenko, I., Berezin, S., Pauls, A., Batura, T., Rubtsova, Y. & Tuchinov, B., 14 Nov 2020, Proceedings - 2020 Science and Artificial Intelligence Conference, S.A.I.ence 2020. Novosibirsk, Russia: Institute of Electrical and Electronics Engineers Inc., p. 58-65 8 p. 9303192. (Proceedings - 2020 Science and Artificial Intelligence Conference, S.A.I.ence 2020).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  22. Multi-class Brain Tumor Segmentation via Multi-sequences MRI Mixture Data Preprocessing

    Letyagin, A., Golushko, S., Amelin, M., Tuchinov, B., Amelina, E., Tolstokulakov, N., Pavlovskiy, E. & Groza, V., Jul 2020, Proceedings - 2020 Cognitive Sciences, Genomics and Bioinformatics, CSGB 2020: International symposium will take place in the frame of 12th International Multiconference “Bioinformatics of Genome Regulation and Structure/Systems Biology”. Institute of Electrical and Electronics Engineers Inc., p. 185-189 5 p. 9214645. (Proceedings - 2020 Cognitive Sciences, Genomics and Bioinformatics, CSGB 2020).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  23. Data Preprocessing Via Compositions Multi-Channel MRI Images to Improve Brain Tumor Segmentation

    Tolstokulakov, N., Pavlovskiy, E., Tuchinov, B., Amelina, E., Amelin, M., Letyagin, A., Golushko, S. & Groza, V., 1 Apr 2020, ISBI Workshops 2020 - International Symposium on Biomedical Imaging Workshops, Proceedings. Institute of Electrical and Electronics Engineers Inc., 4 p. 9153416. (ISBI Workshops 2020 - International Symposium on Biomedical Imaging Workshops, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  24. Data Preprocessing via Multi-sequences MRI Mixture to Improve Brain Tumor Segmentation

    Groza, V., Tuchinov, B., Pavlovskiy, E., Amelina, E., Amelin, M., Golushko, S. & Letyagin, A., 1 Jan 2020, Bioinformatics and Biomedical Engineering - 8th International Work-Conference, IWBBIO 2020, Proceedings. Rojas, I., Valenzuela, O., Rojas, F., Herrera, L. J. & Ortuño, F. (eds.). Springer Gabler, p. 695-704 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12108 LNBI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  25. The Siberian multimodal brain tumor image segmentation dataset

    Голушко, С. К., Амелина, Е. В., Groza, V., Амелин, М. Е., Толстокулаков, Н. Ю., Тучинов, Б. Н. & Pavlovskiy, E., 2020.

    Research output: Contribution to conference › Abstract › peer-review

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