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Updated: Jan 28, 2026

A Knowledge Graph Approach to Elucidate the Role of Organellar Pathways in Disease via Biomedical Reports
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A Knowledge Graph Approach to Elucidate the Role of Organellar Pathways in Disease via Biomedical Reports

Published on: October 13, 2023

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KG2ML:整合知识图和积极的无标签学习来识别与疾病相关的基因

Praveen Kumar1, Vincent T Metzger1, Swastika T Purushotham1

  • 1Department of Internal Medicine, Translational Informatics Division, School of Medicine, University of New Mexico (UNM), Albuquerque, NM, United States.

Frontiers in bioinformatics
|January 26, 2026
PubMed
概括

这项研究介绍了KG2ML,这是一个新的管道,使用正和未标记 (PU) 学习来发现生物医学知识图 (KGs) 中隐藏的疾病基因关联. 该方法成功地确定了潜在的新疾病相关基因,提高了研究能力.

关键词:
DDKG DDKG是什么意思在GWAS中,GWAS就是GWAS.生物医学知识图表数据蒸厂知识图表知识图表与疾病相关的基因全基因组关联研究研究.链接分析 链接分析基于网络的方法 基于网络的方法

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C. elegans Positive Butanone Learning, Short-term, and Long-term Associative Memory Assays09:58

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