首页> Journal of biomedical informatics> DMDGRN: A data augmentation-based multilayer directed graph convolutional network for gene regulatory network inference.

DMDGRN: A data augmentation-based multilayer directed graph convolutional network for gene regulatory network inference.

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第一作者： Pi-Jing,Wei

第一单位： The 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.

作者： Pi-Jing,Wei ^[1] ; Mingzhu,Sun ^[1] ; Zheng,Ding ^[1] ; Rui-Fen,Cao ^[2] ; Zhen,Gao ^[3] ; Chun-Hou,Zheng ^[4]

作者单位： The 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. ^[1] School of Computer Science and Technology, Anhui University, 111 Jiulong Road, Hefei 230601, Anhui, China. ^[2] School of Computer and Communication Engineering, Changsha University of Science and Technology, 410076 Changsha, China. Electronic address: gaozhenchn@163.com. ^[3] School of Artificial Intelligence, Anhui University, 111 Jiulong Road, Hefei 230601, Anhui, China. Electronic address: zhengch99@126.com. ^[4]

关键词 Data augmentation Directed graph convolutional network Gene regulatory network Sparse graph

医学主题词基因调控网络(Gene Regulatory Networks);人类(Humans);计算生物学(Computational Biology);算法(Algorithms);转录因子(Transcription Factors);乳腺肿瘤(Breast Neoplasms)

DOI 10.1016/j.jbi.2026.104985

PMID 41544912

发布时间 2026-02-21

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