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Updated: Jul 6, 2025

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深度学习算法使用双光谱分析,基于超声波射频信号的能量特征图来检测乳腺癌

Qingmin Wang1, Xiaohong Jia2, Ting Luo2

  • 1School of Information Science and Engineering, Fudan University, Shanghai, China.

Frontiers in oncology
|January 5, 2024
PubMed
概括

这项研究引入了一种使用超声波射频 (RF) 信号进行增强乳腺癌检测的新型深度学习方法. 该方法利用双光谱分析特征图,在分类良性和恶性乳腺瘤方面达到高准确性.

关键词:
注意力机制注意力机制双光谱分析是一种双光谱分析.乳腺癌 乳腺癌 乳腺癌深度学习是一种深度学习.多个功能地图的多个功能地图.类似性约束的相似性约束超声波可以发出无线电频率信号.在重量分配方面,重量共享是很重要的.

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