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相关概念视频

Flow Cytometry01:23

Flow Cytometry

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The development of flow cytometry techniques began in 1934 with initial attempts by Andrew Moldavan, a bacteriologist who counted the cells in a flowing capillary system. Moldavan pumped cells through a capillary tube focused under a microscope for visualization. The invention of photometry allowed the measurement of differentially-stained cells, and Louis Kamentsky developed the first multiparameter flow cytometer in 1965 to identify and count the cancer cells in cervical tissue specimens.
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相关实验视频

Updated: Jun 26, 2025

Measurement of T Cell Alloreactivity Using Imaging Flow Cytometry
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自动化细胞测量门具有人类水平的性能,使用双变量细分.

Jiong Chen1,2, Matei Ionita3,4, Yanbo Feng2

  • 1Department of Bioengineering, University of Pennsylvania School of Engineering and Applied Science, PA, USA.

bioRxiv : the preprint server for biology
|May 20, 2024
PubMed
概括
此摘要是机器生成的。

一个新的深度学习框架,UNITO,在细胞计量数据中自动化细胞门. 这种图像细分方法准确地识别细胞亚群,优于现有方法,并与人类专家的性能竞争,以实现更快,可重复的分析.

科学领域:

  • * 计算生物学 * 计算生物学
  • * 免疫学 免疫学

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  • * 数据科学数据科学

    • 背景情况:

    • *高通量细胞计产生复杂的单细胞蛋白质表达数据.
    • *手工关门是劳动密集型的,由于生物和技术差异,容易发生变化.
    • *自动关门方法与诸如碎片和文物之类的不可预测事件作斗争.

    结论:

    • *UNITO提供了一种可复制,可解释和高效的解决方案,用于细胞计量自动关口.
    • * 实现高精度和速度,不受样本细胞数的影响.
    • * 能够快速 (大约. 2分钟/样本) 和可解释的细胞亚型分配.