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Updated: Jul 5, 2025

A Knowledge Graph Approach to Elucidate the Role of Organellar Pathways in Disease via Biomedical Reports
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Published on: October 13, 2023

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基于规则的自然语言处理管道来检测与药物相关的命名实体:转移学习的洞察力

Zoie S Y Wong1, Neil Waters1,

  • 1Graduate School of Public Health, St. Luke's International University, OMURA Susumu & Mieko Memorial St. Luke's Center for Clinical Academia, Japan.

Studies in health technology and informatics
|January 25, 2024
PubMed
概括

一个新的基于规则的NLP系统和微调的BERT模型有效地从日本药物报告中提取药物错误信息. 这些模型在识别药物错误方面表现出很高的性能,可以应用于类似的临床文本分析任务.

关键词:
贝尔特 (BERT) 公司转移学习转移学习事件报告 事件报告药物错误可能是药物错误.多任务学习是多任务学习.患者安全 患者安全基于规则的NLP.

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