医学和研究中的人工智能 - - 好,坏和丑
Victor Grech1, Sarah Cuschieri2, Abdelazeem A Eldawlatly3
1Mater Dei Hospital, Msida, Malta.
Saudi journal of anaesthesia
|August 21, 2023
概括
人工智能 (AI) 在医学中提供了好处,在4P模型中帮助诊断和研究. 然而,人工智能也带来了风险,包括错误,道德问题和科学不当行为,以及超级智能存在的威胁.
科学领域:
- 医疗信息学 医疗信息学
- 人工智能的人工智能
- 生物伦理学生物伦理学
背景情况:
- 人工智能 (AI) 在机器中模拟人类智能,在全球范围内进行快速的研究和开发.
- 医学的4P模型 (预测,预防,个性化,参与) 正在越来越多地整合AI.
- 人工智能不断扩大的作用需要对其在医疗保健中的影响进行全面审查.
研究的目的:
- 审查AI在医学中的"好"",坏"和"丑"方面.
- 在4P医学框架内分析AI在诊断,手术和研究中的实用性.
- 讨论与先进的人工智能相关的伦理考虑和潜在风险.
主要方法:
- 对AI在医学中的应用进行文献综述.
- 对AI对医学4P模型的好处的分析.
- 检查AI相关风险,包括错误,数据泄露和科学不当行为.
主要成果:
- 人工智能在提高预测性,预防性,个性化和参与性医学方面表现出显著的潜力.
- 确定的"坏"方面包括潜在的错误,道德困境和数据安全漏洞.
- 突出"丑"的方面包括科学不当行为,抄袭和人工智能驱动的数据和图像的制造.
结论:
- 人工智能在医学中提供了变革性的潜力,但需要仔细管理与之相关的风险.
- 解决伦理问题和防止滥用对于在医疗保健中负责任地实施AI至关重要.
- 先进的人工智能 (AI) 的发展,包括超级智能,给人类带来了长期考虑.
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