关注人工智能:ChatGPT对眼科的变革性潜在影响
Jason Dossantos1, Jella An2, Ramin Javan3
1Ophthalmology, George Washington University School of Medicine and Health Sciences, Washington, USA.
Cureus
|July 24, 2023
概括
聊天GPT在眼科中为临床,教育和研究任务提供了潜力,但准确性和数据隐私等局限性需要谨慎管理以确保安全集成.
科学领域:
- 眼科医生 眼科 眼科
- 人工智能的人工智能
- 医疗信息学 医疗信息学
背景情况:
- 像ChatGPT这样的大型语言模型 (LLM) 在各种领域越来越多地被采用.
- 在眼科中应用ChatGPT是一个新兴的领域,潜力尚未被充分探索.
- OpenAI的ChatGPT于2022年11月发布,迅速引起了人们的注意.
研究的目的:
- 评估ChatGPT在眼科中的潜在应用.
- 在眼科的临床,教育和研究环境中识别ChatGPT的局限性.
- 突出关于ChatGPT在眼科中的伦理和安全整合的关键考虑因素.
主要方法:
- 这篇社论提供了对ChatGPT能力的定性评估.
- 该分析涵盖了临床实践,医学教育和科学研究中的潜在用途.
- 讨论了有关准确性,数据安全性和伦理影响的考虑.
主要成果:
- 临床应用包括诊断辅助和患者分组,但准确性和遵守指南是令人担忧的.
- 教育用途涉及生成实践问题和患者材料,尽管特定领域的准确性不够理想.
- 研究应用包括文献评论和手稿编制,在准确性,偏见和伦理方面存在重大警告.
- 数据安全和健康保险可移植性和问责法案 (HIPAA) 合规性是临床使用的关键问题.
结论:
- 聊天GPT显示承诺作为眼科的助理,但不适合独立的临床决策.
- 确保准确性,道德完整性和数据隐私对于成功的集成至关重要.
- 需要进一步的研究和谨慎的实施策略,以利用ChatGPT的好处,同时减轻眼科的风险.
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