[希波克拉底和语言模型 - - Primum Non Nocere - - 首先不会伤害]
Sharon Einav1, Or Degany2, Yehuda Shoenfeld3
1Maccabi Healthcare Services, Sharon Region, Hebrew University Faculty of Medicine, and Medint Medical Intelligence, Tel Aviv, Israel.
Harefuah
|February 23, 2025
概括
这项研究探讨了人工智能在医学上的伦理含义,强调了先进语言模型的"先不要伤害"的希波克拉底誓言原则.
科学领域:
- 医学伦理 医学伦理
- 医疗保健中的人工智能
- 自然语言处理自然语言处理.
背景情况:
- 希波克拉底誓言是医生的基本道德准则,它规定了"首先不要伤害"的原则.
- 人工智能 (AI) 和大型语言模型 (LLM) 的快速发展在医疗实践中带来了新的挑战和机遇.
- 将人工智能整合到医疗保健中需要仔细考虑伦理框架,以确保患者的安全和福祉.
研究的目的:
- 分析在临床环境中应用大型语言模型 (LLM) 的伦理考虑.
- 评估与人工智能驱动的医疗工具相关的潜在风险和好处.
- 建议在医疗保健中负责任地实施LLM的指导方针,与"首先不要伤害"原则保持一致.
主要方法:
- 对医学中的AI伦理学进行系统的文献审查.
- 分析涉及LLM在医疗保健中的应用案例研究.
- 基于既定的医疗原则制定伦理框架.
主要成果:
- 确定了LLM输出中的潜在偏差,可能导致诊断错误.
- 强调了对人工智能实施的数据隐私和安全的担忧.
- 认识到需要对医疗人工智能的强有力的验证和监督机制.
结论:
- 在医学中部署LLM时,遵守"首先不要伤害"原则至关重要.
- 多学科合作对于开发安全有效的AI医疗保健解决方案至关重要.
- 随着人工智能技术的发展,需要不断的伦理评估和适应.
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