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Updated: Jun 14, 2025

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GAEDGRN:基因调节网络的重建基于引力启发的图形自编码器

Pi-Jing Wei1, Huai-Wan Jin2, Zhen Gao3

  • 1Information Materials and Intelligent Sensing Laboratory of Anhui Province, Institute of Physical Science and Information Technology, Anhui University, 111 Jiulong Road, Hefei 230601, Anhui, China.

Briefings in bioinformatics
|May 26, 2025
PubMed
概括

这项研究介绍了GAEDGRN,这是一个用于从单细胞RNA测序数据中重建基因调节网络 (GRNs) 的新框架. GAEDGRN有效地捕捉了基因定向性,提高了推断因果关系的准确性,并确定了生物过程中的关键基因.

关键词:
基因的重要性 基因的重要性基因监管网络 基因监管网络图表 卷积网络 卷积网络引力启发的图形自编码器.随机步行规范化规范化

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