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G2PDeep-v2:一个基于网络的深度学习框架,用于对所有生物体的表型预测和生物标志物发现,使用多omics数据

Shuai Zeng1, Trinath Adusumilli1, Sania Zafar Awan1

  • 1University of Missouri.

Research square
|January 27, 2025
PubMed
概括

G2PDeep-v2是一个深度学习平台,用于预测表型并从所有生物体的多omics数据中发现遗传标记. 它有助于研究人员了解复杂的生物特征和疾病.

关键词:
自动化超参数调生物标志物生物标志物深度学习是一种深度学习.多个omics的多个omics.现象型的预测和预测可复制性 可复制性网络平台 网络平台

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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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