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Updated: Sep 14, 2025

Inherent Dynamics Visualizer, an Interactive Application for Evaluating and Visualizing Outputs from a Gene Regulatory Network Inference Pipeline
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Published on: December 7, 2021

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GRANet:一个用于基因调节网络推断的图形剩余注意力网络

Junliang Zhou1, Ningji Gong2, Yanjun Hu3

  • 1School of Computer Science and Technology, Chongqing University of Posts and Telecommunications, No. 2 Chongwen Road, Nan'an District, Chongqing 400065, China.

Briefings in bioinformatics
|July 25, 2025
PubMed
概括

这项研究介绍了GRANet,这是一种新的深度学习方法,用于从单细胞RNA测序数据中重建基因调节网络 (GRNs). GRANet提高了鉴定基因相互作用的准确性,提高了我们对基因表达和疾病机制的理解.

关键词:
深度学习框架 深度学习框架基因监管网络 基因监管网络图表的注意力机制.具有多维特征的多维特征.一个单细胞RNA测序.

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