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Updated: Jul 27, 2025

Quantification of Information Encoded by Gene Expression Levels During Lifespan Modulation Under Broad-range Dietary Restriction in C. elegans
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ScInfoVAE:使用变异自编码器和扩展的相互信息规范化的单细胞转录数据的可解释的维度缩小

Weiquan Pan1, Faning Long2, Jian Pan1

  • 1School of Mathematics and Statistics, Yulin Normal University, Yulin, China.

BioData mining
|June 10, 2023
PubMed
概括

ScInfoVAE是一种用于单细胞RNA测序 (scRNA-seq) 分析的新方法,可以有效地识别复杂组织中的细胞类型. 这种方法增强了数据解释,并提高了学习表征的质量,以获得更好的生物洞察力.

关键词:
深度神经网络是一个神经网络.互助信息互助信息互助信息互助信息没有监督的集群.变量自动编码器变量自动编码器在 scRNA-seq 数据中.

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