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  1. 2024

  2. Искусственный интеллект в технологиях сегментации и классификации нейроонкологических очагов

    Летягин, А. Ю., Тучинов, БН., Амелина, ЕВ., Павловский, ЕН., Голушко, СК., Амелин, М. Е. & Рзаев, Д. А., 2024, In: Сибирский научный медицинский журнал. 44, 1, p. 32-38 7 p.

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

  3. Применение алгоритма компьютерного зрения для определения очагов демиелинизации при рассеянном склерозе на МРТ-изображениях

    Тучинов, Б. Н., Суворов, В., Моторин, КО., Павловский, Е. Н., Василькив, Л., Станкевич, Ю. & Тулупов, А. А., 2024, In: Сибирский научный медицинский журнал. 44, 1, p. 107-115 9 p.

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

  4. 2023

  5. Программа для определения зоны наибольшей эмбологенности внутреннего просвета брюшной аорты с аневризмой на основе критерия лохматости

    Федотова, Я. В., Амелина, Е. В. & Карпенко, А. А., 1 Dec 2023, Роспатент - Федеральная служба по интеллектуальной собственности, Patent No. 2023685966, 27 Nov 2023, Priority date 27 Nov 2023, Priority No. 2023685511

    Research output: Patent › Software registration

  6. Task-driven approach to artificial intelligence

    Vityaev, E. E., Goncharov, S. S. & Sviridenko, D. I., Sept 2023, In: Cognitive Systems Research. 81, p. 50-56 7 p.

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

  7. Lower Semilattices of Separable Congruences of Numbered Algebras

    Kasymov, N. K. & Morozov, A. S., Jul 2023, In: Siberian Mathematical Journal. 64, 4, p. 864-876 13 p.

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

  8. Families of Permutations and Ideals of Turing Degrees

    Morozov, A. S., Puzarenko, V. G. & Faizrachmanov, M. K., Jan 2023, In: Algebra and Logic. 61, 6, p. 481-490 10 p.

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

  9. 3D Seismic Inversion for Fracture Model Reconstruction Based on Machine Learning

    Протасов, М. И., Кенжин, Р. М. & Павловский, Е., 2023, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Science and Business Media Deutschland GmbH, p. 105-117 13 p. 8. (Lecture Notes in Computer Science (LNCS); vol. 14389).

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

  10. Assessment of normal myelination in infants and young children using the T1w/T2w mapping technique

    Filimonova, E., Amelina, E., Sazonova, A., Zaitsev, B. & Rzaev, J., 2023, In: Frontiers in Neuroscience. 17, p. 9 1102691.

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

  11. 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

  12. 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

  13. 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

  14. 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

  15. 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 Science and Business Media Deutschland GmbH, 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

  16. Syndromic assessment of degenerative disorders of the lumbar spine in elderly patients

    Klimov, V., Khalepa, R., Amelina, E., Evsukov, A., Krivoshapkin, A. & Ryabykh, S., 2023, In: Traumatology and Orthopedics of Russia. 29, 3, p. 31-45 15 p.

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

  17. Video-assisted thoracoscopic treatment of discogenic thoracic myelopathy

    Kubetsky, Y. E., Anisimov, E. D., Khalepa, R. V., Loparev, E. A., Rzaev, D. A., Amelina, E. V. & Kelmakov, V. V., 2023, In: Russian Journal of Neurosurgery. 25, 2, p. 162-172 11 p.

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

  18. 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

  19. Программный модуль для диагностики опухолей головного мозга на МРТ-изображениях

    Тучинов, Б. Н., Амелина, Е. В., Летягин, А. Ю., Павловский, Е., Голушко, С. К. & Амелин, М. Е., 2023, Программный модуль для диагностики опухолей головного мозга на МРТ-изображениях. 1S ed. Vol. 4. p. 138-140 3 p. (Digital Diagnostics).

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

  20. 2022

  21. 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: Patent › Software registration

  22. Aluminothermic Synthesis of Dispersed Electrides Based on Mayenite: XRD and EPR Study

    Володин, А. М., Кенжин, Р. М., Капишников, А. В., Комаровских, А. & Ведягин, А. А., 16 Dec 2022, In: Materials. 15, 24, 8988.

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

  23. 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

  24. 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: Patent › Software registration

  25. Predictors of Complications and Unfavorable Outcomes of Minimally Invasive Surgery Treatment in Elderly Patients With Degenerative Lumbar Spine Pathologies (Case Series)

    Klimov, V., Evsyukov, A., Amelina, E., Ryabykh, S. & Simonovich, A., 26 Apr 2022, In: Frontiers in Surgery. 9, 869345.

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

  26. 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 Science and Business Media Deutschland GmbH, 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

  27. 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

  28. 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 Science and Business Media Deutschland GmbH, 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

  29. 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

  30. Multi-class abdominal aortic aneurysm segmentation via 3D neural networks

    Тучинов, Б. Н. & Амелина, Е. В., 2022, Multi-class abdominal aortic aneurysm segmentation via 3D neural networks .

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

  31. 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

  32. TREATMENT OF PATIENTS WITH DEGENERATIVE DEFORMITIES OF THE LUMBAR SPINE USING MIS TECHNOLOGIES: ANALYSIS OF 5-YEAR RESULTS

    Vasilenko, I. I., Ilvsyukov, A. V., Ryabykh, S. O., Amelina, E. V., Kubelsky, Y. E., Garipov, I. I. & Dmsc, J. A. R., 2022, In: Hirurgia Pozvonochnika. 19, 4, p. 52-59 8 p.

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

  33. Новый алгоритм стратификации риска венозных тромбоэмболических осложнений в плановой нейрохирургии и его прогностическая значимость

    Bervitskiy, A. V., Guzhin, V. E., Moisak, G. I., Borisov, N. N., Amelina, E. V. & Rzaev, D. A., 2022, In: Zhurnal Voprosy Neirokhirurgii Imeni N.N. Burdenko. 86, 6, p. 7-15 9 p., 1.

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

  34. 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

  35. 2021

  36. More layers! End-to-end regression and uncertainty on tabular data with deep learning

    Бондаренко, И., 7 Dec 2021, 12 p. (arXiv)

    Research output: Book/Report › Preprint

  37. Система определения отношения целевых текстов к текстам на естественном языке

    Тучинов, Б. Н. & Суворов, В., 16 Nov 2021, Новосибирский государственный университет, Patent No. 49, Priority date 12 Nov 2021

    Research output: Patent › Know-how registration

  38. 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, Новосибирский государственный университет, Patent No. 48, Priority date 19 Aug 2021

    Research output: Patent › Know-how registration

  39. Development of an Application for Audio-Visual-Tactile Brainwave Entrainment in Patients with Affective and Psychosomatic Disorders

    Korshunov, V. A., Khazankin, G. R. & Ivanishkin, D. S., 30 Jun 2021, 2021 IEEE 22nd International Conference of Young Professionals in Electron Devices and Materials, EDM 2021 - Proceedings. IEEE Computer Society, p. 551-554 4 p. 9507617. (International Conference of Young Specialists on Micro/Nanotechnologies and Electron Devices, EDM; vol. 2021-June).

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

  40. System Architecture for Reading and Interpreting Physical Printouts of Medical Forms

    Snegireva, E., Khazankin, G. R. & Mikheenko, I., 30 Jun 2021, 2021 IEEE 22nd International Conference of Young Professionals in Electron Devices and Materials, EDM 2021 - Proceedings. IEEE Computer Society, p. 547-550 4 p. 9507594. (International Conference of Young Specialists on Micro/Nanotechnologies and Electron Devices, EDM; vol. 2021-June).

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

  41. Enhancement of Consistent Depth Estimation for Monocular Videos Approach

    Свейлам, М. Н. Х. & Толстокулаков, Н. Ю., 26 Jun 2021, Computer Science & Information Technology (CS & IT). p. 110-115 11 p.

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

  42. 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 proceeding › Conference contribution › Research › peer-review

  43. Brain Tumor Classification based on MR Images using GAN as a Pre-Trained Model

    Yerukalareddy, D. R. & 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. 380-384 5 p. 9496036. (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 › Research › peer-review

  44. Modified U-net with Different Attention Mechanisms for Acute Ischemic Stroke Segmentation using Non-Contrast CT

    Pnev, S., Tulupov, A. & Berikov, V., 13 May 2021, Proceedings - 2021 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2021. Institute of Electrical and Electronics Engineers Inc., p. 133-136 4 p. 9454963. (Proceedings - 2021 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2021).

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

  45. 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, Новосибирский государственный университет, Patent No. 46, Priority date 29 Apr 2021

    Research output: Patent › Know-how registration

  46. Psychological status before and after surgery in patients with trigeminal neuralgia

    Moisak, G. I., Amelina, E. V., Zubok, N. A. & Rzaev, J. A., Apr 2021, In: Clinical Neurology and Neurosurgery. 203, 106578.

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

  47. 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 Science and Business Media Deutschland GmbH, 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 proceeding › Conference contribution › Research › peer-review

  48. Convolutional Variational Autoencoders for Spectrogram Compression in Automatic Speech Recognition

    Yakovenko, O. & Bondarenko, I., 2021, Recent Trends in Analysis of Images, Social Networks and Texts - 9th International Conference, AIST 2020, Revised Supplementary Proceedings. van der Aalst, W. M., Batagelj, V., Buzmakov, A., Ignatov, D. I., Kalenkova, A., Khachay, M., Koltsova, O., Kutuzov, A., Kuznetsov, S. O., Lomazova, I. A., Loukachevitch, N., Makarov, I., Napoli, A., Panchenko, A., Pardalos, P. M., Pelillo, M., Savchenko, A. V. & Tutubalina, E. (eds.). Springer Science and Business Media Deutschland GmbH, p. 115-126 12 p. (Communications in Computer and Information Science; vol. 1357 CCIS).

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

  49. LowResourceEval2021: a shared task on speech processing for lowresource languages

    Klyachko, E., Гребенкин, Д. В., Носенко, Д. И. & Serikov, O., 2021, Computational Linguistics and Intellectual Technologies: Papers from the Annual International Conference “Dialogue” (2021). Москва: Российский государственный гуманитарный университет, Vol. Выпуск 20. 12 p. 36

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

  50. Инвазивный видео-ЭЭГ мониторинг при височной эпилепсии: выбор метода

    Dzhafarov, V. M., Guzeeva, A. S., Amelina, E. V., Khalepa, A. A., Dmitriev, A. B., Denisova, N. P. & Rzaev, D. A., 2021, In: Zhurnal Voprosy Nejrokhirurgii Imeni N.N. Burdenko. 85, 5, p. 23-29 7 p., 3.

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

  51. Результаты раннего назначения низкомолекулярного гепарина с целью профилактики венозных тромбоэмболических осложнений после удаления опухолей головного мозга

    Bervitskiy, A. V., Guzhin, V. E., Moisak, G. I., Imamurzaev, E. Z., Amelina, E. V., Kalinovsky, A. V. & Rzayev, D. A., 2021, In: Russian Journal of Neurosurgery. 23, 3, p. 30-38 9 p., 3.

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

  52. Частота и факторы риска развития венозных тромбоэмболических осложнений у пациентов после удаления различных видов опухолей головного мозга

    Bervitskiy, A. V., Moisak, G. I., Guzhin, V. E., Amelina, E. V., Kalinovskiy, A. V. & Rzaev, D. A., 2021, In: Zhurnal Voprosy Nejrokhirurgii Imeni N.N. Burdenko. 85, 3, p. 63-77 15 p., 6.

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

  53. 2020

  54. Система определения мнений из открытых источников

    Тучинов, Б. Н., Pavlovskiy, E., Бондаренко, И. & Паульс, А. Е., 29 Dec 2020, Новосибирский государственный университет, Patent No. 45, Priority date 28 Dec 2020

    Research output: Patent › Know-how registration

  55. Development of water flood model for oil production enhancement

    Tsvaki, J. J., Tailakov, D. O. & Pavlovskiy, E. N., 14 Nov 2020, Proceedings - 2020 Science and Artificial Intelligence Conference, S.A.I.ence 2020. Institute of Electrical and Electronics Engineers Inc., p. 46-49 4 p. 9303200. (Proceedings - 2020 Science and Artificial Intelligence Conference, S.A.I.ence 2020).

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

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