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Updated: Jan 18, 2026

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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DMDGRN:基于数据增强的多层定向图形卷积网络,用于基因调节网络推断.

Pi-Jing Wei1, Mingzhu Sun1, Zheng Ding1

  • 1The Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education, Institute of Physical Science and Information Technology, Anhui University, 111 Jiulong Road, Hefei 230601, Anhui, China.

Journal of biomedical informatics
|January 16, 2026
PubMed
概括

DMDGRN是一种新的图形神经网络方法,通过解决方向性和稀疏性来增强基因调节网络 (GRN) 的推断. 这种方法成功地确定了乳腺癌的治疗点,推进了计算生物学和翻译医学.

关键词:
数据增强数据增强定向图形卷积网络 定向图形卷积网络基因监管网络 基因监管网络稀疏的图形是稀疏的

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