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FGeneBERT:功能驱动的预训练基因语言模型用于元基因组学

Chenrui Duan1,2, Zelin Zang3, Yongjie Xu1,2

  • 1College of Computer Science and Technology, Zhejiang University, No. 866, Yuhangtang Road, 310058 Zhejiang, P. R. China.

Briefings in bioinformatics
|April 11, 2025
PubMed
概括

FGeneBERT是一种新的元基因组模型,使用基于蛋白质的基因上下文来改善对基因关系和功能的理解. 它在各种元基因组数据集上胜过现有的方法.

关键词:
它们是DNA DNA DNA DNA.转基因组学是指转基因组学.预先训练的语言模型语言模型.变压器的变压器是一个变压器.

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Genomics is the science of genomes: it is the study of all the genetic material of an organism. In humans, the genome consists of information carried in 23 pairs of chromosomes in the nucleus, as well as mitochondrial DNA. In genomics, both coding and non-coding DNA is sequenced and analyzed. Genomics allows a better understanding of all living things, their evolution, and their diversity. It has a myriad of uses: for example, to build phylogenetic trees, to improve productivity and...
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