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Updated: Feb 14, 2026

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scMSDA:用于单细胞RNA-seq数据集群的新型多视图融合框架,具有语义和分布对齐

Congcong Jiang1, Wenlan Chen2, Yanyan Tan1

  • 1School of Information Science and Engineering, Shandong Normal University, Jinan, 250358, China.

Interdisciplinary sciences, computational life sciences
|February 13, 2026
PubMed
概括

我们介绍了scMSDA,这是一个用于单细胞RNA测序 (scRNA-seq) 数据聚类的新型多视图框架. 它通过利用语义一致性和分布对齐来改善分析,以实现强大的细胞表示.

关键词:
相反的学习学习.分布线对齐的情况.多视图融合多视图融合这就是ScRNA-seqq.语义结构的一致性语义结构的一致性

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