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Updated: Jul 27, 2025

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基于视觉科学中单细胞RNA测序数据的细胞类型和亚型识别的人工智能模型.

Yeganeh Madadi, Aboozar Monavarfeshani, Hao Chen

    IEEE/ACM transactions on computational biology and bioinformatics
    |June 9, 2023
    PubMed
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    人工智能 (AI) 在视觉科学中从单细胞RNA测序 (scRNA-seq) 数据加速细胞类型识别. 本综述指导研究人员选择数据集和计算工具用于人工智能驱动的scRNA-seq分析.

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    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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