1. 2026
  2. База данных: «Brain Glioblastoma Dataset: MPT с признаками MGMT для глиобластом»

    Тучинов, Б. Н., Филимонова, Е. А. & Щукина, М. И., 19 Jan 2026, Роспатент - Федеральная служба по интеллектуальной собственности, Patent No. 2026620223, 26 Dec 2025, Priority date 26 Dec 2025, Priority No. 2025626500

    Research output: PatentDatabase registration

  3. 2025
  4. Siberian Brain Multiple Sclerosis Dataset: MPT с признаками рассеянного склероза головного мозга

    Тучинов, Б. Н., Прокаева, А. И., Коробко, Д. С., Василькив, Л. М. & Тулупов, А. А., 19 Dec 2025, Роспатент - Федеральная служба по интеллектуальной собственности, Patent No. 2025626364, 9 Dec 2025, Priority date 9 Dec 2025, Priority No. ЕА-172990

    Research output: PatentDatabase registration

  5. A Structured Review and Quantitative Profiling of Public Brain MRI Datasets for Foundation Model Development

    Лыу, М. Ш. К., Бенедичук, М. В., Ропперт, Е. И., Кенжин, Р. М. & Тучинов, Б. Н., 18 Dec 2025, In: Journal of Imaging. 11, 12, 29 p., 454.

    Research output: Contribution to journalArticlepeer-review

  6. Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge

    Pati, S., Linardos, A., Edwards, B., Sheller, M., Foley, P., Aristizabal, A., Zimmerer, D., Gruzdev, A., Martin, J., Shinohara, R. T., Reinke, A., Isensee, F., Parampottupadam, S., Parekh, K., Floca, R., Kassem, H., Baheti, B., Thakur, S., Kushibar, K., Lekadir, K., & 72 othersJiang, M., Yin, Y., Yang, H., Liu, Q., Chen, C., Dou, Q., Heng, P. A., Zhang, X., Zhang, S., Khan, M. I., Azeem, M. A., Jafaritadi, M., Alhoniemi, E., Kontio, E., Khan, S. A., Mächler, L., Ezhov, I., Kofler, F., Shit, S., Paetzold, J. C., Loehr, T., Wiestler, B., Peiris, H., Pawar, K., Zhong, S., Chen, Z., Hayat, M., Egan, G., Harandi, M., Isik Polat, E., Polat, G., Kocyigit, A., Temizel, A., Tuladhar, A., Tyagi, L., Souza, R., Forkert, N. D., Mouches, P., Wilms, M., Shambhat, V., Maurya, A., Danannavar, S. S., Kalla, R., Anand, V. K., Krishnamurthi, G., Nalawade, S., Ganesh, C., Wagner, B., Reddy, D., Das, Y., Yu, F. F., Fei, B., Madhuranthakam, A. J., Maldjian, J., Singh, G., Ren, J., Zhang, W., An, N., Hu, Q., Zhang, Y., Zhou, Y., Siomos, V., Tarroni, G., Passerrat-Palmbach, J., Rawat, A., Zizzo, G., Kadhe, S. R., Epperlein, J. P., Braghin, S., Tuchinov, B., Maier-Hein, K. (ed.) & Bakas, S. (ed.), 8 Jul 2025, In: Nature Communications. 16, 1, p. 6274 20 p., 6274.

    Research output: Contribution to journalArticlepeer-review

  7. An Explanation Method for Semantic Segmentation Enhance Brain Tumor Classification

    Kenzhin, R., Luu, M. S. K., Pavlovskiy, E. & Tuchinov, B., 2025, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) . Springer, p. 319-330 12 p. 23. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) ; vol. 15406 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

  8. 2024
  9. Siberian Brain Tumor Dataset: MPT с признаками метастаз головного мозга

    Тучинов, Б. Н., Летягин, А. Ю., Амелина, Е. В. & Ропперт, Е. И., 24 Dec 2024, Роспатент - Федеральная служба по интеллектуальной собственности, Patent No. 2024626338, 11 Dec 2024, Priority date 11 Dec 2024, Priority No. 2024626220

    Research output: PatentDatabase registration

  10. Transfer Learning Approaches for Brain Metastases Screenings

    Luu, M. S. K., Tuchinov, B. N., Suvorov, V., Kenzhin, R. M., Amelina, E. V. & Letyagin, A. Y., Nov 2024, In: Biomedicines. 12, 11, 2561.

    Research output: Contribution to journalArticlepeer-review

  11. Чат бот и облачный сервис составления личных расписаний участников крупных мультиязычных мероприятий на основе интеллектуального анализа их предпочтений и компетенций

    Павловский, Е. & Тучинов, Б. Н., 27 Aug 2024, Роспатент - Федеральная служба по интеллектуальной собственности, Patent No. 2024680238, 20 Aug 2024, Priority date 20 Aug 2024, Priority No. 2024669513

    Research output: PatentSoftware registration

  12. Computer Vision and Explainable Approaches for Chest Tuberculosis Screenings

    Benedichuk, M., Bashkova, P. & Tuchinov, B., 2024, Proceedings of the IEEE 3rd International Conference on Problems of Informatics, Electronics and Radio Engineering, PIERE 2024. Institute of Electrical and Electronics Engineers Inc., p. 820-823 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

  13. Harnessing Ensemble Machine Learning Models for Timely Diagnosis of Breast Cancer Metastasis: A Case Study on CatBoost, XGBoost, and LGBM

    Luu, M. S. K., Banerjee, S., Pavlovskiy, E. N. & Tuchinov, B. N., 2024, International Conference of Young Specialists on Micro/Nanotechnologies and Electron Devices, EDM. IEEE Computer Society, p. 2320-2325 6 p. (International Conference of Young Specialists on Micro/Nanotechnologies and Electron Devices, EDM).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

  14. 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/ReportBookResearchpeer-review

  15. 2023
  16. 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 proceedingConference contributionResearchpeer-review

  17. 2022
  18. 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: PatentSoftware registration

  19. 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: PatentSoftware registration

  20. 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 proceedingConference contributionResearchpeer-review

  21. 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 proceedingConference contributionResearchpeer-review

  22. 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 proceedingConference contributionResearchpeer-review

  23. 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 journalArticlepeer-review

  24. 2021
  25. 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: PatentKnow-how registration

  26. 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: PatentKnow-how registration

  27. 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 proceedingConference contributionResearchpeer-review

  28. 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: PatentKnow-how registration

  29. 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 proceedingConference contributionResearchpeer-review

  30. 2020
  31. 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: PatentKnow-how registration

  32. 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 proceedingConference contributionResearchpeer-review

  33. 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 proceedingConference contributionResearchpeer-review

  34. 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 proceedingConference contributionResearchpeer-review

  35. 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 proceedingConference contributionResearchpeer-review

  36. 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 conferenceAbstractpeer-review

  37. 2019
  38. Система определения автоответчика и гендера (пола) по аудиозаписям телефонного разговора

    Бондаренко, И., Яковенко, О. С., Дедов, Е. И., Гребенкин, Д. В., Павловский, Е. Н. & Тучинов, Б. Н., 4 Dec 2019, Редакционно-издательский центр НГУ, Patent No. 32, Priority date 3 Dec 2019

    Research output: PatentKnow-how registration

  39. Artificial Intelligence for Imaging Diagnostics in Neurosurgery

    Letyagin, A. Y., Degtyareva, L. O., Golushko, S. K., Rzaev, J. A., Amelin, M. E., Pavlovsky, E. N., Tuchinov, B. N., Amelina, E. V., Moisak, G. I. & Bulgakova, E. G., 1 Oct 2019, SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 336-337 2 p. 8958201. (SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

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