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Updated: Jul 12, 2025

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协调的单细胞RNA-seq 细胞类型 辅助解卷 (HASCAD)

Yen-Jung Chiu1,2, Chung-En Ni1, Yen-Hua Huang3,4

  • 1Institute of Biomedical Informatics, National Yang Ming Chiao Tung University, Taipei, 112, Taiwan.

BMC medical genomics
|November 1, 2023
PubMed
概括

我们开发了HASCAD,这是一种用于细胞组成解卷 (CCD) 的深度神经网络模型,可以从大量RNA-seq数据中准确估计免疫细胞分数. 哈斯卡德的性能优于现有的方法,有助于理解免疫细胞异质性.

关键词:
细胞组成 解体 解体深度学习是一种深度学习.统一化 统一化 统一化在RNA-seqqq.

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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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