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Updated: Jan 15, 2026

Next-generation Sequencing of 16S Ribosomal RNA Gene Amplicons
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EPheClass:来自16S rRNA基因序列的基于集合的表型分类器

Lara Vázquez-González1,2, Carlos Peña-Reyes3,4, Alba Regueira-Iglesias2,5

  • 1Centro Singular de Investigación en Tecnoloxías Intelixentes (CiTIUS), Universidade de Santiago de Compostela, Santiago de Compostela, Spain.

Frontiers in bioinformatics
|October 16, 2025
PubMed
概括

这项研究引入了一种机器学习管道,用于使用16S rRNA基因测序数据对多微生物疾病进行分类. 动态组合选择模型,特别是DES-P,对牙周病等疾病进行了强大而准确的分类.

关键词:
16S rRNA 基因是16S 的基因.基于集体的分类是基于集体的分类.功能选择 功能选择机器学习是机器学习.微生物组是一个微生物组.现型分类 现型分类 现型分类

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