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Updated: Jul 13, 2025

Label-Free Identification of Lymphocyte Subtypes Using Three-Dimensional Quantitative Phase Imaging and Machine Learning
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Label-Free Identification of Lymphocyte Subtypes Using Three-Dimensional Quantitative Phase Imaging and Machine Learning

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没有标签的白细胞分类使用折射率断层扫描和深度学习

DongHun Ryu1,2, Jinho Kim3, Daejin Lim4,5

  • 1Department of Physics, Korea Advanced Institute of Science and Technology (KAIST), Daejeon 34141, Republic of Korea.

BME frontiers
|October 18, 2023
PubMed
概括

这项研究引入了一种使用深度学习和无标签成像的快速,准确的血细胞识别方法. 该技术在分类骨髓白细胞方面达到很高的准确性,有助于血液学研究和诊断.

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相关概念视频

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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