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使用监督机器学习从病理样本分类单细胞PBMC类型的协议

Minjie Lyu1, Lin Xin1, Huan Jin1

  • 1School of Computer Science, University of Nottingham, Ningbo, Zhejiang, China.

Methods in molecular biology (Clifton, N.J.)
|May 31, 2023
PubMed
概括

这项研究引入了一种机器学习协议,用于使用单细胞转录学数据准确分类外围血液单核细胞 (PBMC). 这种方法增强了疾病分类和病态状态的治疗评估.

关键词:
细胞类型分类 细胞类型分类疾病 疾病 疾病周围血液中的单核细胞.协议 协议 协议 协议 协议单细胞转录组学 单细胞转录组学有监督的机器学习.

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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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