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Updated: Jul 12, 2025

A Pathway Association Study Tool for GWAS Analyses of Metabolic Pathway Information
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A Pathway Association Study Tool for GWAS Analyses of Metabolic Pathway Information

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学习生物可解释的基因表达数据的潜伏表示:路径活动得分学习算法

Ioulia Karagiannaki1, Krystallia Gourlia2, Vincenzo Lagani3,4

  • 1Institute of Electronic Structure and Laser, Foundation for Research and Technology-Hellas (IESL-FORTH), Heraklion, Greece.

Machine learning
|October 30, 2023
PubMed
概括

我们开发了Pathway Activity Score Learning (PASL),一种用于减少基因表达数据维度的新方法. PASL创建可解释的路径活动得分,在预测准确度方面超过现有方法.

关键词:
不同激活分析的差异性激活分析.缩小尺寸的缩小方式疾病的分类疾病的分类.路径活动活动路径活动.

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