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Updated: Feb 5, 2026

Single-cell RNA Sequencing and Analysis of Human Pancreatic Islets
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Single-cell RNA Sequencing and Analysis of Human Pancreatic Islets

Published on: July 18, 2019

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scGACL:一个具有多尺度对比学习的生成对抗网络,用于准确的单细胞RNA测序归算

Yanlin Jiang1, Mengyuan Zhao2, Jiahui Yan1

  • 1College of Engineering, Southern University of Science and Technology, No. 1088 Xueyuan Avenue, Nanshan District, Shenzhen 518055, Guangdong, China.

Briefings in bioinformatics
|February 3, 2026
PubMed
概括

scGACL通过将生成对抗网络与多尺度对比学习相结合,有效地归因单细胞RNA测序数据,克服过度平滑问题并保持细胞异质性,以便更好地进行下游分析.

关键词:
相反的学习学习学习.数据归算数据的归算方法生成性的对抗性网络.一个单细胞RNA测序.

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