首页> Briefings in bioinformatics> AttentionGRN: a functional and directed graph transformer for gene regulatory network reconstruction from scRNA-seq data.

AttentionGRN: a functional and directed graph transformer for gene regulatory network reconstruction from scRNA-seq data.

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第一作者： Zhen,Gao

第一单位： The Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education, School of Computer Science and Technology, Anhui University, 111 Jiulong Road, Hefei 230601, Anhui, China.

作者： Zhen,Gao ^[1] ; Yansen,Su ^[2] ; Jin,Tang ^[1] ; Huaiwan,Jin ^[2] ; Yun,Ding ^[2] ; Rui-Fen,Cao ^[1] ; Pi-Jing,Wei ^[3] ; Chun-Hou,Zheng ^[2]

作者单位： The Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education, School of Computer Science and Technology, Anhui University, 111 Jiulong Road, Hefei 230601, Anhui, China. ^[1] The Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education, School of Artificial Intelligence, Anhui University, 111 Jiulong Road, Hefei 230601, Anhui, China. ^[2] Information Materials and Intelligent Sensing Laboratory of Anhui Province, 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. ^[3]

关键词 directed structural encoding functional module gene regulatory network graph transformer

医学主题词基因调控网络(Gene Regulatory Networks);单细胞分析(Single-Cell Analysis);人类(Humans);计算生物学(Computational Biology);算法(Algorithms);序列分析, RNA(Sequence Analysis, RNA);软件(Software)

DOI 10.1093/bib/bbaf118

PMID 40116659

发布时间 2025-03-24

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