МЕТОД АВТОМАТИЧЕСКОГО АНАЛИЗА ИЗОБРАЖЕНИЙ МРТ НА ОСНОВЕ ИСКУССТВЕННОГО ИНТЕЛЛЕКТА
Ключевые слова:
artificial intelligence, Cardiology, diagnostics, machine learning, deep learning,Biomedical Engineering.MRI images.U-Net modelАннотация
В данной работе разработана модель нейронной сети на основе архитектуры UNet на основе искусственного интеллекта для автоматического анализа изображений МРТ. Модель выполняет сегментацию и
классификацию в высоком разрешении. Предложенный подход позволяет автоматизировать диагностику
МРТ и выявлять патологии без вмешательства человека. Эксперименты были проверены на реальных данных МРТ.
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Copyright (c) 2025 Nasimov R.H, Abdullayev I.N., Jiyanbayev O.E., Ibragimov Sh, B.Mirametov
Это произведение доступно по лицензии Creative Commons «Attribution» («Атрибуция») 4.0 Всемирная.