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Updated: Jun 29, 2025

High-Throughput Cardiotoxicity Screening Using Mature Human Induced Pluripotent Stem Cell-Derived Cardiomyocyte Monolayers
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生成对抗性网络模型,根据成熟程度对人类诱导的多能干细胞-心肌细胞进行分类

Ziqian Wu1, Jiyoon Park1, Paul R Steiner2

  • 1Thayer School of Engineering, Dartmouth College, Hanover, NH USA.

Research square
|April 1, 2024
PubMed
概括

生成对抗性网络创建合成人体心肌细胞图像,提高细胞分类的准确性. 这种方法克服了小型,多样化的真实实验数据集的局限性,以便更好地进行计算分析.

关键词:
心肌细胞成熟的过程归类 归类 归类 归类生成性的对抗网络.机器学习 机器学习

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The ability of induced pluripotent stem cells or iPSCs to differentiate into most body cell types has stimulated repair and regenerative medicine research over the past few decades. iPSC-derived blood cells, hepatocytes, beta islet cells, cardiomyocytes, neurons, and other cell types can repair injuries or regenerate damaged tissue in diseases such as diabetes and neurodegenerative disorders.
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