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  1. 2024

  2. Искусственный интеллект в технологиях сегментации и классификации нейроонкологических очагов

    Летягин, А. Ю., Тучинов, Б. Н., Амелина, Е. В., Павловский, Е. Н., Голушко, С. К., Амелин, М. Е. & Рзаев, Д. А., 2024, In: Сибирский научный медицинский журнал. 44, 1, p. 32-38 7 p., 4.

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

  3. 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: Сибирское отделение РАН. 88 p.

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

  4. 2023

  5. Automatic Retinogeniculate Visual Pathway Identification Based on Data-driven Fiber Clustering and Anatomical Constrains

    Zeng, Q., Zhang, J., Chen, S., Xie, L., Huang, J., He, J., Pan, Y., Yu, J., Hu, Q., Amelina, E., Amelin, M. & Feng, Y., 2023, Chinese Control Conference, CCC. Institute of Electrical and Electronics Engineers (IEEE), p. 8015-8020 6 p.

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

  6. Deep Multimodal Fusion Network for the Retinogeniculate Visual Pathway Segmentation

    Xie, L., Yang, L., Zeng, Q., He, J., Huang, J., Feng, Y., Amelina, E. & Amelin, M., 2023, Chinese Control Conference, CCC. Institute of Electrical and Electronics Engineers (IEEE), p. 7946-7950 5 p.

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

  7. 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

  8. Retinogeniculate Visual Pathway Reconstruction Using Reinforcement Learning

    Zhao, S., He, J., Li, Y., Zeng, Q., Feng, Y., Amelina, E., Amelin, M. & Xu, Y., 2023, Chinese Control Conference, CCC. Institute of Electrical and Electronics Engineers (IEEE), p. 7935-7940 6 p.

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

  9. 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

  10. 2022

  11. 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 Science and Business Media Deutschland GmbH, 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

  12. 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

  13. 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

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