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EnsembleRegNet:可解释的深度学习,用于从单细胞RNA序列推断转录网络.

Duaa Mohammad Alawad1, Ataur Katebi2, Md Tamjidul Hoque1

  • 1Department of Computer Science, University of New Orleans, New Orleans, LA, USA.

Computational biology and chemistry
|October 3, 2025
PubMed
概括

EnsembleRegNet是一个新的深度学习框架,从单细胞RNA测序数据中准确地推断出基因调控网络 (GRNs). 这种方法改进了现有的工具,以了解基因表达和细胞身份.

关键词:
细胞聚类是细胞的聚类.深度学习是一种深度学习.编码器解码器编码器合唱团组合在一起.基因调节网络推断推断的基因调节网络推断

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