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基于使用深度学习的虚拟六角格子 (VHT) 的白细胞图像分析以检测感染

Shahid Rashid1, Mudassar Raza2, Muhammad Sharif1

  • 1Department of Computer Science, COMSATS University Islamabad, Wah Campus, Islamabad, 47040, Pakistan.

Scientific reports
|October 19, 2023
PubMed
概括

这项研究引入了一种新的分类白细胞 (WBC) 的方法,使用虚拟六角格子 (VHT) 结构和深度学习. 该方法达到99.9%的准确性,大大提高了疾病诊断能力.

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Classification of Leukocytes01:30

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Leukocytes are classified into two groups based on the presence or absence of cytoplasmic granules. Granular leukocytes, which contain granules, belong to the myeloid lineage and are divided into three subtypes: neutrophils, eosinophils, and basophils. These cells are roughly spherical and characterized by the granules in their cytoplasm.
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