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Updated: Jul 16, 2025

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
05:47

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems

Published on: June 13, 2025

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图表生成和对抗策略增强节点特征学习和自我校准的对对属性编码,用于预测与药物相关的副作用

Ping Xuan1, Kai Xu2, Hui Cui3

  • 1Department of Computer Science, School of Engineering, Shantou University, Shantou, China.

Frontiers in pharmacology
|September 21, 2023
PubMed
概括

我们开发了GGSC,这是一种通过整合各种图形数据和属性来预测与药物相关的副作用的新方法. 这种方法提高了识别潜在不良药物反应的准确性,有助于药物开发.

关键词:
图形卷积自编码器自编码器图表生成和对抗策略.代表性级别的注意力注意力.自行校准的对对属性.来自异质图的拓和属性.

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