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  1. 2023

  2. Personalized Cardiac Computer Models and Machine-Learning for Target Vein Selection in Cardiac Resynchronisation Therapy

    Bazhutina, A., Ushenin, K., Khamzin, S., Kabak, V., Zubarev, S., Lebedev, D. & Solovyova, O., 28 Sept 2023, 2023 IEEE Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine, CSGB 2023 - Proceedings: book. Institute of Electrical and Electronics Engineers Inc., p. 236-241 6 p.

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

  3. Combination of personalized computational modeling and machine learning for optimization of left ventricular pacing site in cardiac resynchronization therapy

    Dokuchaev, A., Chumarnaya, T., Bazhutina, A., Khamzin, S., Lebedeva, V., Lyubimtseva, T., Zubarev, S., Lebedev, D. & Solovyova, O., 2023, In: Frontiers in Physiology. 14, 1162520.

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

  4. 2022

  5. In silico study of drug-effects on cardiomyocytes during aging

    Dokuchaev, A., Khamzin, S. & Solovyova, O., 4 Feb 2022, Actual Problems of Organic Chemistry and Biotechnology, OCBT 2020: Proceedings of the International Scientific Conference. Bakulev, V., Kovaleva, E., Glukhareva, T., Beryozkina, T., Schafran, Y., Lyubyakina, P. & Koptyaeva, O. (eds.). American Institute of Physics Inc., 030012. (AIP Conference Proceedings; vol. 2390).

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

  6. Generative adversarial networks for construction of virtual populations of mechanistic models: simulations to study Omecamtiv Mecarbil action

    Parikh, J., Rumbell, T., Butova, X., Myachina, T., Acero, J. C., Khamzin, S., Solovyova, O., Kozloski, J., Khokhlova, A. & Gurev, V., Feb 2022, In: Journal of Pharmacokinetics and Pharmacodynamics. 49, 1, p. 51-64 14 p.

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

  7. 2021

  8. Machine Learning Prediction of Cardiac Resynchronisation Therapy Response From Combination of Clinical and Model-Driven Data

    Khamzin, S., Dokuchaev, A., Bazhutina, A., Chumarnaya, T., Zubarev, S., Lyubimtseva, T., Lebedeva, V., Lebedev, D., Gurev, V. & Solovyova, O., 14 Dec 2021, In: Frontiers in Physiology. 12, 21 p., 753282.

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

  9. Comparison of CRT Optimization Results for Different Accuracy Personalized Models

    Bazhutina, A., Dokuchaev, A., Khamzin, S., Zubarev, S. & Solovyova, O., 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. 420-424 5 p. 9496023. (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 › peer-review

  10. Comparison of His-Purkinje and Biventricular pacing in patient-specific computer models

    Dokuchaev, A., Bazhutina, A., Khamzin, S., Zubarev, S. & Solovyova, O., 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. 400-403 4 p. 9496032. (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 › peer-review

  11. 2020

  12. Assessment of the Variability in the QRS Complex due to the Heterogeneity in Conduction Velocity in the Ventricles of the Heart: In-Silico Study

    Khamzin, S., Bazhutina, A. & Dockuchaev, A., May 2020, Proceedings - 2020 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2020. Institute of Electrical and Electronics Engineers Inc., p. 8-11 4 p. 9117718. (Proceedings - 2020 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2020).

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

  13. Optimization of Endocardial Electrode Positions to Enhance Cardiac Resynchronization Therapy Response: An in-Silico Study

    Bazhutina, A., Dokuchaev, A., Khamzin, S., Lyubimtseva, T., Zubarev, S., Lebedev, D. & Solovyova, O., May 2020, Proceedings - 2020 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2020. Institute of Electrical and Electronics Engineers Inc., p. 105-108 4 p. 9117790. (Proceedings - 2020 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2020).

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

  14. Removing Artifacts from Computed Tomography Images of Heart Using Neural Network with Partial Convolution Layer

    Mangileva, D., Dokuchaev, A., Khamzin, S., Zubarev, S., Lyubimtseva, T., Lebedev, D. & Solovyova, O., May 2020, Proceedings - 2020 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2020. Institute of Electrical and Electronics Engineers Inc., p. 195-198 4 p. 9117624. (Proceedings - 2020 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2020).

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

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