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从微观涂抹图像使用U-Net细分和轻量级的CNN进行高效的血细胞分类

Sohag Kumar Mondal1, Md Simul Hasan Talukder2, Mohammad Aljaidi3

  • 1Electrical and Electronic Engineering, Khulna University of Engineering and Technology, Khulna, Bangladesh. ssohagkumar@gmail.com.

Scientific reports
|December 26, 2025
PubMed
概括

这项研究引入了一种自动化的深度学习系统,用于从显微镜图像中分类9种血细胞类型,提高血液疾病的诊断效率. 该系统在细胞细分和分类方面都实现了高精度.

关键词:
血细胞分类 血细胞分类血液细胞网络 - 血液细胞网络轻量级的CNN和CNN可以轻松使用.分段化 分段化 分段化 分段化这就是U-Net.流域算法 流域算法 流域算法

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