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  1. 2026

  2. TRANSFORMER BASED ENSEMBLE FOR ISCHEMIC STROKE SEGMENTATION ON 3D CT SCANS

    Cherikbayeva, L. C., Berikov, V. B., Melis, Z. M., Yeleussinov, A. I., Adilzhanova, S. A., Ataniyazova, A. S. & Daiyrbayeva, E. N., 2026, In: Вестник Казахстанско-Британского технического университета. 23, 1, p. 37-51 15 p., 3.

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

  3. 2025

  4. Ensembling Transformer-Based Models for 3D Ischemic Stroke Segmentation in Non-Contrast CT

    Cherikbayeva, L., Berikov, V., Melis, Z., Yeleussinov, A., Baigozhanova, D., Tasbolatuly, N., Temirbekova, Z. & Mikhailapov, D., 4 Sept 2025, In: Applied Sciences (Switzerland). 15, 17, 20 p., 9725.

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

  5. Clustering-Based Graph Neural Network in a Weakly Supervised Regression Problem

    Kalmutskiy, K. & Berikov, V., 6 Jul 2025, Lecture Notes in Computer Science. Springer, p. 335-347 13 p. (Lecture Notes in Computer Science; vol. 15681 LNCS).

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

  6. Enhancing Stability of the Weakly Supervised Regression Algorithm Using Manifold Regularization and Fuzzy Clustering

    Kalmutskiy, K. & Berikov, V., 6 Apr 2025, In: Pattern Recognition and Image Analysis. 35, 1, p. 16-18 3 p.

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

  7. 2024

  8. A fast consistent grid-based clustering algorithm

    Tarasenko, A. S., Berikov, V. B., Pestunov, I. A., Rylov, S. A. & Ruzankin, P. S., Dec 2024, In: Pattern Analysis and Applications. 27, 4, 11 p., 139.

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

  9. Segmentation of 3D Non-Contrast CT Brain Images Using Transformer Neural Networks

    Kirillov, K., Mikhailapov, D., Tulupov, A. & Berikov, V., 26 Nov 2024, 2024 IEEE International Multi-Conference on Engineering, Computer and Information Sciences, SIBIRCON 2024. Institute of Electrical and Electronics Engineers Inc., p. 173-177 5 p. (2024 IEEE International Multi-Conference on Engineering, Computer and Information Sciences, SIBIRCON 2024).

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

  10. Building an Ensemble of Time Series Models Using Empirical Risk Space

    Litvinenko, D. & Berikov, V., 2024, RusAutoCon - Proceedings of the International Russian Automation Conference. Institute of Electrical and Electronics Engineers Inc., p. 751-756 6 p.

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

  11. 2023

  12. Nocturnal Glucose Patterns with and without Hypoglycemia in People with Type 1 Diabetes Managed with Multiple Daily Insulin Injections

    Kladov, D. E., Berikov, V. B., Semenova, J. F. & Klimontov, V. V., 29 Sept 2023, In: Journal of Personalized Medicine. 13, 10, 1454.

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

  13. Acute ischemic stroke lesion segmentation in non-contrast CT images using 3D convolutional neural networks

    Dobshik, A. V., Verbitskiy, S. K., Pestunov, I. A., Sherman, K. M., Sinyavskiy, Y. N., Tulupov, A. A. & Berikov, V. B., Sept 2023, In: Computer Optics. 47, 5, p. 770-777 8 p.

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

  14. Multi-target Weakly Supervised Regression Using Manifold Regularization and Wasserstein Metric

    Kalmutskiy, K., Cherikbayeva, L., Litvinenko, A. & Berikov, V., 2023, Communications in Computer and Information Science. Springer, p. 364-375 12 p. (Communications in Computer and Information Science; vol. 1881 CCIS).

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

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