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  1. 2023

  2. Seismic Inversion for Fracture Model Reconstruction: From 1D Inversion to Machine Learning

    Protasov, M., Kenzhin, R., Dmitrachkov, D. & Pavlovskiy, E., 2023, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer, p. 99-109 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13957 LNCS).

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

  3. Восстановление модели трещин на основе машинного обучения и трехмерного свёрточного моделирования

    Протасов, М. И., Кенжин, Р. М. & Павловский, Е., 2023, In: Геофизика. 3, p. 58-63 6 p.

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

  4. 2022

  5. Binary Brain Tumor Classification With Semantic Features Using Convolutional Neural Network

    Лыу, М. Ш. К. & Pavlovskiy, E., 25 Oct 2022, Proceedings - 2022 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2022: 2022 USBEREIT. Institute of Electrical and Electronics Engineers Inc., p. 44-47 4 p. (Proceedings - 2022 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2022).

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

  6. Applying Variational Circuits in Deep Learning Architectures for Improving Discriminative Power of Speaker Embeddings

    Blankson, R. & Pavlovskiy, E., 2022, Proceedings of International Conference on Data Science and Applications, ICDSA 2021. Saraswat, M., Roy, S., Chowdhury, C. & Gandomi, A. H. (eds.). Springer Nature Singapore ed. Singapore: Springer, Vol. 287. p. 483-492 10 p. (Lecture Notes in Networks and Systems; vol. 287).

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

  7. A quadratic part of a bent function can be any

    Tokareva, N. N., 2022, In: Siberian Electronic Mathematical Reports. 19, 1, p. 342-347 6 p.

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

  8. 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

  9. Cascaded Training Pipeline for 3D Brain Tumor Segmentation

    Luu, M. S. K. & Pavlovskiy, E., 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. 410-420 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12962 LNCS).

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

  10. Chronic dust bronchitis: composition of the sputum bacterial microbiome and its association with chromosome damage in blood lymphocytes

    Druzhinin, V. G., Baranova, E. D., Demenkov, P. S., Matskova, L. V., Paradnikova, S. A., Volobaev, V. P. & Larionov, A. V., 2022, In: Ecological Genetics. 20, 4, p. 325-337 13 p.

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

  11. Improving Brain Tumor Multiclass Classification With Semantic Features

    Sao Khue, L. M. & Pavlovskiy, E., 2022, Proceedings - 2022 Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine, CSGB 2022. Institute of Electrical and Electronics Engineers Inc., p. 150-154 5 p. (Proceedings - 2022 Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine, CSGB 2022).

    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. Validation of preoperative diagnosis of malignant thyroid tumors using a molecular classifier

    Titov, S. E., Lukyanov, S. A., Kozorezova, E. S., Demenkov, P. S., Sergiyko, S. V., Veryaskina, Y. A., Vorobyov, S. L., Sleptsov, I. V. & Gostimsky, A. V., 2022, In: Voprosy Onkologii. 68, 6, p. 741-751 11 p.

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

  14. 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

  15. 2021

  16. Prioritization of biological processes based on the reconstruction and analysis of associative gene networks describing the response of plants to adverse environmental factors

    Demenkov, P. S., Oshchepkova, E. A., Ivanisenko, T. V. & Ivanisenko, V. A., Sept 2021, In: Vavilovskii Zhurnal Genetiki i Selektsii. 25, 5, p. 580-592 13 p., 13.

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

  17. The Degree of Decidable Categoricity of a Model with Infinite Solutions for Complete Formulas

    Goncharov, S. S. & Marchuk, M. I., Jul 2021, In: Algebra and Logic. 60, 3, p. 200-206 7 p.

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

  18. База данных симптомов заболеваний, представленных в научных публикациях PubMed, для подсистемы отложенных консультаций информационной системы Университетской клиники

    Гайслер, Е. В., Деменков, П. С., Иванисенко, В. А., Иванисенко, Т. В. & Сайк, О. В., 19 Feb 2021, Роспатент - Федеральная служба по интеллектуальной собственности, Patent No. 2021620298, Priority date 5 Feb 2021, Priority No. 2021620147

    Research output: Patent › Database registration

  19. Preoperative Typing of Thyroid and Parathyroid Tumors with a Combined Molecular Classifier

    Titov, S. E., Kozorezova, E. S., Demenkov, P. S., Veryaskina, Y. A., Kuznetsova, I. V., Vorobyev, S. L., Chernikov, R. A., Sleptsov, I. V., Timofeeva, N. I. & Ivanov, M. K., 11 Jan 2021, In: Cancers. 13, 2, p. 1-17 17 p., 237.

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

  20. Detonation of an Explosive Containing Carbon Nanotubes

    Ershov, A. P., Dashapilov, G. R., Karpov, D. I., Kashkarov, A. O., Luk’yanov, Y. L., Pruuel, E. R. & Rubtsov, I. A., Jan 2021, In: Combustion, Explosion and Shock Waves. 57, 1, p. 104-111 8 p.

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

  21. Development of a technology for collecting and analyzing data for monitoring based on an ontological approach

    Molorodov, Y. I. & Kasatkin, O. V., 2021, In: CEUR Workshop Proceedings. 3006, p. 212-221 10 p.

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

  22. Maximums of the additive differential probability of exclusive-or

    Mouha, N., Kolomeec, N., Akhtiamov, D., Sutormin, I., Panferov, M., Titova, K., Bonich, T., Ishchukova, E., Tokareva, N. & Zhantulikov, B., 2021, In: IACR Transactions on Symmetric Cryptology. 2021, 2, p. 292-313 22 p.

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

  23. The seventh International Olympiad in Cryptography: problems and solutions

    Gorodilova, A. A., Tokareva, N. N., Agievich, S. V., Carlet, C., Idrisova, V. A., Kalgin, K. V., Kolegov, D. N., Kutsenko, A. V., Mouha, N., Pudovkina, M. A. & Udovenko, A. N., 2021, In: Siberian Electronic Mathematical Reports. 18, 2, p. 4-29 26 p., 26.

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

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