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相关概念视频

Translation01:31

Translation

144.3K
Lesson: Translation
Translation is the process of synthesizing proteins from the genetic information carried by messenger RNA (mRNA). Following transcription, it constitutes the final step in the expression of genes. This process is carried out by ribosomes, complexes of protein and specialized RNA molecules. Ribosomes, transfer RNA (tRNA), and other proteins produce a chain of amino acids—the polypeptide—as the end product of translation.
Translation Produces the Building Blocks of...
144.3K

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Design to Implementation Study for Development and Patient Validation of Paper-Based Toehold Switch Diagnostics
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使用人工智能翻译和简化西班牙骨科医疗文本:仪器验证研究

Saman Andalib1, Aidin Spina1, Bryce Picton1

  • 1UCI School of Medicine, University of California, 1001 Health Sciences Rd, Irvine, CA, 92617, United States, 1 (949) 824-6119.

JMIR AI
|July 3, 2025
PubMed
概括
此摘要是机器生成的。

大型语言模型 (LLM) 对西班牙语使用者的骨科患者教育材料的翻译和简化充满希望. 使用谷歌翻译以提高准确性和GPT-4以简化双重方法可以提高可访问性.

关键词:
在 GPT-4 中使用.这是谷歌翻译.法学士 (LLM) 是一个专业.双语评价助理 双语评价助理大型语言模型.患者教育 患者教育翻译翻译翻译翻译翻译翻译

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科学领域:

  • 整形外科手术 整形外科手术
  • 医学翻译 医学翻译
  • 人工智能的人工智能

背景情况:

  • 美国医疗保健中的语言障碍不成比例地影响西班牙语患者,影响对骨科资源的理解和参与.
  • 现有关于医学翻译大型语言模型 (LLM) 的研究缺乏对西班牙骨科材料人工智能驱动的简化进行强有力的评估.

研究的目的:

  • 通过双语评估研究 (BLEU) 方法,评估骨科患者教育材料 (PEMs) 的LLMs的西班牙语翻译质量.
  • 调查人工智能在简化西班牙语翻译PEM的有效性,以提高可读性.

主要方法:

  • 使用GPT-4和谷歌翻译将78个骨科PEM从英语翻译成西班牙语.
  • 通过BLEU评分对人类翻译进行了翻译准确度评估.
  • 使用可读性和特征分析以及统计测试 (Friedman,Dunn) 评估文本简化.

主要成果:

  • 根据BLEU分数,谷歌翻译的翻译准确度高于GPT-4.
  • 人工智能简化的PEM显示显著改善可读性 (P<.001),但没有达到目标简化等级水平.
  • GPT-4有效地降低了西班牙医疗文本的复杂性 (P<.001),音节数量影响了翻译质量.

结论:

  • LLM,特别是GPT-4,为西班牙语使用者提供了翻译和简化医疗文本的实用性.
  • 建议使用Google Translate进行翻译和GPT-4进行简化,以增强骨科手术中医疗信息的可访问性.