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Updated: May 1, 2026

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一种混合VGG16-ViT方法与图像处理技术用于改善白细胞分类和疾病诊断:一项回顾性研究

Md Shahin Ali1,2, Md Maruf Hossain1,2, Md Mahfuz Ahmed1,2

  • 1Department of Biomedical Engineering Islamic University Kushtia Bangladesh.

Health science reports
|June 12, 2025
PubMed
概括

一种新的混合VGG16视觉变压器模型显著提高了白细胞 (WBC) 分类的准确性. 这种人工智能工具为白血病和艾滋病等疾病提供了更快,更准确的诊断.

关键词:
在 Grad-CAM 中使用.在VGG16-ViT中.功能提取 特性提取医疗图像处理 医疗图像处理白细胞是白细胞的组成部分.

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Classification of Leukocytes01:30

Classification of Leukocytes

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.
Neutrophils are the most abundant type of granular leukocytes, comprising 50-70% of all leukocytes. They feature small, evenly distributed granules and a...
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