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多模态深度学习技术在医疗图像识别中的应用
Application of Multimodal Deep Learning Technology in Medical Image Recognition
【摘要】 阐述基于大数据和人工智能技术的辅助医学诊疗系统设计。探讨人工智能技术在医疗领域中的应用,介绍图像分割与图像分类技术,以及多模态特征融合。通过计算机算法辅助诊疗,在未来可能有更加广泛的应用前景。
【Abstract】 This paper describes the design of an auxiliary medical diagnosis and treatment system based on big data and artificial intelligence technology. It explores the application of artificial intelligence technology in the medical field, introduces image segmentation and classification techniques, and multimodal feature fusion. The use of computer algorithms to assist diagnosis and treatment may have broader application prospects in the future.
【关键词】 人工智能;
深度学习;
图形图像处理;
医学图像;
多模态;
【Key words】 artificial intelligence; deep learning; graphics and image processing; medical imaging; multimodal;
【Key words】 artificial intelligence; deep learning; graphics and image processing; medical imaging; multimodal;
- 【文献出处】 集成电路应用 ,Application of IC , 编辑部邮箱 ,2024年11期
- 【分类号】R318;TP18;TP391.41
- 【下载频次】315