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从生物医学文本中提取增强的药物相互作用,使用基于深度学习的句子表示

Muhammad Talha Tahir1, Muhammad Ibrahim1, Nadeem Sarwar2

  • 1Department of Computer Science, The Islamia University of Bahawalpur, Bahawalpur, Pakistan.

Scientific reports
|October 30, 2025
PubMed
概括

一个新的CNN-DDI模型有效地从生物医学文本中提取药物相互作用 (DDI). 这种模型实现了高精度,超越了传统和基于变压器的方法,同时需要更少的计算资源.

关键词:
药物不良反应 (ADR) 是一种药物不良反应.在BioBERT和CNN的架构中.生物医学自然语言处理 (NLP)进行比较分析.深度学习模型深度学习模型药物相互作用 (DDI) 是一种药物相互作用.基于变压器的模型

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