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Updated: Jan 17, 2026

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以知识为导向的基因小组对无标签单细胞RNA-Seq数据的选择:强化学习的视角

Meng Xiao, Weiliang Zhang, Xiaohan Huang

    IEEE transactions on computational biology and bioinformatics
    |September 15, 2025
    PubMed
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    本研究引入了一种新的基因组选方法,使用集体知识和强化学习 (RL) 来改善在无标签数据集中的基因组生物标志物发现. 这种方法提高了精度和效率,推进了单细胞基因组学分析.

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    相关概念视频

    RNA-seq03:21

    RNA-seq

    RNA sequencing, or RNA-Seq, is a high-throughput sequencing technology used to study the transcriptome of a cell. Transcriptomics helps to interpret the functional elements of a genome and identify the molecular constituents of an organism. Additionally, it also helps in understanding the development of an organism and the occurrence of diseases. 
    Before the discovery of RNA-seq, microarray-based methods and Sanger sequencing were used for transcriptome analysis. However, while...
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