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Updated: Jul 26, 2025

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基于NLP和深度学习的药物不良反应的命名实体识别研究

Jianxiang Wei1, Tianling Hu2, Jimin Dai3

  • 1School of Management, Nanjing University of Posts and Telecommunications, Nanjing, China.

Frontiers in pharmacology
|June 19, 2023
PubMed
概括

这项研究引入了一种先进的ALBERT-BiLSTM-CRF模型,用于从在线文本中识别药物不良反应 (ADR). 新方法显著改善了药物名称,成分和ADR事件的识别,增强了公共卫生信息.

关键词:
药物不良反应 药物不良反应深度学习是一种深度学习.提取信息 提取信息命名实体的认可 命名实体的认可自然语言处理自然语言处理.

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