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Updated: May 11, 2025

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对特定领域的预训练语言模型进行基准评价,以确定临床研究中方法论严谨性的最佳模型

Fangwen Zhou1, Rick Parrish1, Muhammad Afzal2

  • 1Health Information Research Unit, Department of Health Research Methods, Evidence, and Impact, Faculty of Health Sciences, McMaster University, Hamilton, Ontario, Canada.

Journal of biomedical informatics
|April 17, 2025
PubMed
概括

生物链接BERT模型在对随机对照试验的方法严谨性进行分类时表现出了卓越的表现. 综合评估和值调整对于选择可靠的基于变压器的语言模型来进行临床文献评估至关重要.

关键词:
批判性评价 批判性评价深度学习是一种深度学习.只有编码器的变压器.基于证据的医学是基于证据的医学.自然语言处理自然语言处理.文字分类 文本分类 文本分类

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Biopharmaceutical studies constitute a vital field aiming to enhance drug delivery methods and refine therapeutic approaches, drawing upon diverse interdisciplinary knowledge. In research methodologies, the choice between controlled and non-controlled studies significantly influences the study's reliability and accuracy.
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