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学术手术中的生成人工智能:伦理含义和变革潜力
Jamie R Robinson1, Anne Stey2, David F Schneider3
1Department of Pediatric Surgery, Monroe Carell Jr. Children's Hospital at Vanderbilt Doctors' Office Tower, Nashville, Tennessee; Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee.
The Journal of surgical research
|February 11, 2025
概括
人工智能 (AI) 为学术外科医生提供了显著的优势,特别是在文本生成方面. 负责任的AI整合需要解决诸如偏见和知识产权之类的伦理问题,以保持学术完整性和患者护理.
科学领域:
- 医疗信息学 医疗信息学
- 在外科手术中使用人工智能
背景情况:
- 人工智能 (AI) 在医学中越来越多地用于像图像识别和临床决策支持等任务.
- 像GPT-4和Bard这样的大型语言模型 (LLM) 正通过先进的文本生成功能改变学术手术.
研究的目的:
- 为AI在学术手术中的伦理整合提供准则和建议.
- 探索AI在学术外科实践中所带来的机遇和道德挑战.
主要方法:
- 对学术外科手术中人工智能的当前文献的综述.
- 讨论LLM机制,潜在的偏见和负责任的使用.
- 对临床文档和知识产权的伦理影响的分析.
主要成果:
- 人工智能在稿件/补助书写和行政任务方面提供了好处.
- 伦理问题包括偏见,透明度,隐私和知识产权.
- 为在学术和临床环境中负责任地采用人工智能提出了准则.
结论:
- 在学术外科手术中负责任地采用人工智能需要解决伦理挑战.
- 透明度,道德培训和治理对于人工智能集成至关重要.
- 人工智能可以提高学术诚信和病人护理,如果实施负责任.
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