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ISBN10: 6207925211
ISBN13: 9786207925216
Publisher: Sciencia Scripts
Published: Aug 12 2024
Pages: 76
Weight: 0.27
Height: 0.18 Width: 6.00 Depth: 9.00
Language: Russian
ISBN13: 9786207925216
Publisher: Sciencia Scripts
Published: Aug 12 2024
Pages: 76
Weight: 0.27
Height: 0.18 Width: 6.00 Depth: 9.00
Language: Russian
Опухоли головного мозга создают значительные препятствия в сфере здравоохранения, требуя точной и быстрой диагностики для проведения эффективной терапии и улучшения результатов лечения пациентов. Магнитно-резонансная томография (МРТ) и компьютерная томография (КТ) являются важнейшими методами выявления опухолей головного мозга, причем каждый из них обладает уникальными преимуществами. Однако зависимость исключительно от одного метода может ограничить точность диагностики. В данном проекте представлен новый метод, объединяющий МРТ и КТ для улучшения обнаружения и классификации опухолей мозга. Используя 13-слойную конволюционную нейронную сеть и алгоритмы слияния изображений, мы стремимся объединить преимущества обеих методик, уменьшая их недостатки. Рабочий процесс заключается в загрузке снимков МРТ и КТ в интерфейс, где конволюционная нейронная сеть (CNN) применяет алгоритм слияния изображений в бэкенде. В результате классификации выявляется наличие, характер или от
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