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Updated: Jun 25, 2025

Author Spotlight: Integrating Organoid Models with Single-Cell and Spatial Transcriptomics Technologies
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Author Spotlight: Integrating Organoid Models with Single-Cell and Spatial Transcriptomics Technologies

Published on: March 29, 2024

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CVGAE:使用单细胞RNA测序数据进行基因调控网络推理的自我监督生成方法

Wei Liu1, Zhijie Teng2, Zejun Li3

  • 1School of Computer Science, Xiangtan University, Xiangtan, 411105, China. liuwei@xtu.edu.cn.

Interdisciplinary sciences, computational life sciences
|May 22, 2024
PubMed
概括

我们开发了CVGAE,这是一种自主监督的方法,用于从单细胞RNA测序数据中推断基因调节网络. 它提高了准确性和概括性,甚至在短暂的学习场景中表现优于现有方法.

关键词:
基因调节网络推断推断的基因调节网络推断图形神经网络是一个神经网络.代表性的学习学习.单细胞RNA测序的一个细胞.

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