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Updated: Feb 4, 2026

Improved Method for the Preparation of a Human Cell-based, Contact Model of the Blood-Brain Barrier
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Improved Method for the Preparation of a Human Cell-based, Contact Model of the Blood-Brain Barrier

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基于Tomek链接的SMOTE方法用于血细胞分类中的类不平衡,具有双路径滑动窗注意力模型

Sonia Mustafa1, Gang Li1, Yasir Iqbal2

  • 1Medical School of Tianjin University, Tianjin, 300072, China; State Key Laboratory of Precision Measuring Technology and Instruments, Tianjin University, Tianjin, 300072, China.

Talanta
|February 2, 2026
PubMed
概括

一种新的双路径滑动窗口注意力 (DP-SWA) 模型通过克服多谱成像 (MSI) 数据集中的类不平衡,提高了对全血计 (CBC) 的医学图像分析,达到99.02%的准确性.

关键词:
血细胞是血液中的细胞.完整血清 (CBC) 是指血液中的所有部分.双路径滑动窗注意力注意力多谱成像 (MSI) 是一种多谱成像技术.在SMOTE中使用.托马克链接链接

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