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人工智能——皇帝的新衣?

Artificial intelligence - the emperor's new clothes?

作者信息

Hofmann Bjørn

机构信息

Centre for Medical Ethics, Faculty of Medicine, University of Oslo, Norway.

Institute for the Health Sciences at the Norwegian University of Science and Technology (NTNU) at Gjøvik, Norway.

出版信息

Digit Health. 2024 Sep 27;10:20552076241287370. doi: 10.1177/20552076241287370. eCollection 2024 Jan-Dec.

DOI:10.1177/20552076241287370
PMID:39484652
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11526403/
Abstract

There is a massive hype of artificial intelligence (AI) allegedly revolutionizing medicine. However, algorithms have been at the core of medicine for centuries and have been implemented in technologies such as computed tomography and magnetic resonance imaging machines for decades. They have given decision support in electrocardiogram machines without much attention. So, what is new with AI? To withstand the massive hype of AI, we should learn from the little child in H.C. Andersen's fairytale "The emperor's new clothes" revealing the collective figment of the emperor having new clothes. While AI certainly accelerates algorithmic medicine, we must learn from history and avoid implementing AI because it allegedly is new - we must implement it because we can demonstrate that it is useful.

摘要

人工智能(AI)据称正在彻底改变医学,引发了大量炒作。然而,算法几个世纪以来一直是医学的核心,并且已经在计算机断层扫描和磁共振成像机器等技术中应用了数十年。它们在心电图机中提供决策支持,却没有受到太多关注。那么,人工智能有什么新之处呢?为了抵御人工智能的大量炒作,我们应该向汉斯·克里斯汀·安徒生童话《皇帝的新衣》中的小孩学习,他揭示了皇帝穿着新衣这一集体幻想。虽然人工智能确实加速了算法医学的发展,但我们必须从历史中吸取教训,避免因为人工智能据称是新事物就去应用它——我们必须应用它是因为我们能够证明它是有用的。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ae0e/11526403/03b7463bd03b/10.1177_20552076241287370-fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ae0e/11526403/14b064be469e/10.1177_20552076241287370-fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ae0e/11526403/03b7463bd03b/10.1177_20552076241287370-fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ae0e/11526403/14b064be469e/10.1177_20552076241287370-fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ae0e/11526403/03b7463bd03b/10.1177_20552076241287370-fig2.jpg

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NPJ Digit Med. 2023 Oct 6;6(1):185. doi: 10.1038/s41746-023-00929-1.
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Artificial Hallucinations by Google Bard: Think Before You Leap.谷歌巴德生成的人工幻觉:三思而后行。
Cureus. 2023 Aug 10;15(8):e43313. doi: 10.7759/cureus.43313. eCollection 2023 Aug.
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Medical artificial intelligence ethics: A systematic review of empirical studies.医学人工智能伦理:实证研究的系统综述
Digit Health. 2023 Jul 6;9:20552076231186064. doi: 10.1177/20552076231186064. eCollection 2023 Jan-Dec.
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Should Artificial Intelligence be used to support clinical ethical decision-making? A systematic review of reasons.人工智能是否应该用于支持临床伦理决策?原因的系统评价。
BMC Med Ethics. 2023 Jul 6;24(1):48. doi: 10.1186/s12910-023-00929-6.
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N Engl J Med. 2023 Mar 30;388(13):1201-1208. doi: 10.1056/NEJMra2302038.
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Artificial Hallucinations in ChatGPT: Implications in Scientific Writing.ChatGPT中的人工幻觉:对科学写作的影响
Cureus. 2023 Feb 19;15(2):e35179. doi: 10.7759/cureus.35179. eCollection 2023 Feb.
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Is it alright to use artificial intelligence in digital health? A systematic literature review on ethical considerations.人工智能在数字健康中使用是否可行?关于伦理考量的系统文献回顾。
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Artificial intelligence for good health: a scoping review of the ethics literature.促进健康的人工智能:伦理文献的范围综述
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