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Updated: Jun 3, 2025

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STMGraph:通过双重重定格的动态图表注意力模型对转录组的空间背景意识.

Lixian Lin1,2, Haoyu Wang1, Yuxiao Chen1

  • 1Center for Genomics and Biotechnology, Fujian Provincial Key Laboratory of Haixia Applied Plant Systems Biology, Haixia Institute of Science and Technology, Fujian Agriculture and Forestry University, No. 15 Shangxiadian Road, Cangshan District, Fuzhou 350002, China.

Briefings in bioinformatics
|January 7, 2025
PubMed
概括

新型深度学习框架STMGraph通过解决数据丢失问题来增强空间转录组学分析. 它提高了检测组织微环境的准确性,集群空间域,并纠正生物发现的批量效应.

关键词:
对批量效应进行校正.双重重覆面的复制面具动态图的注意力模型.检测微环境异质性的检测.空间域集群的空间域集群.空间转录学 空间转录学

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