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多重采样方案和深度学习提高了药物相互作用信息从文献中检索分析的积极学习表现

Weixin Xie1, Kunjie Fan1, Shijun Zhang1

  • 1Department of Biomedical Informatics, Ohio State University, Columbus, OH, 43210, USA.

Journal of biomedical semantics
|May 29, 2023
PubMed
概括

本研究介绍了从PubMed.com获取药物相互作用信息的积极学习 (AL). 新的采样技术显著提高了DDI识别的准确性,特别是在数据不平衡的情况下.

关键词:
积极学习是指积极学习.深度学习是一种深度学习.药物相互作用 药物相互作用信息检索 信息检索积极抽样采集的结果是.随机负样采集 随机负样采集类似性抽样采集方式不确定性抽样采集.

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