人工智能在消化内科中的伦理意义:副驾驶还是机长?

IF 2.5 4区 医学 Q2 GASTROENTEROLOGY & HEPATOLOGY Digestive Diseases and Sciences Pub Date : 2024-08-01 Epub Date: 2024-07-15 DOI:10.1007/s10620-024-08557-9
Nishant Aggarwal, David A Drew, Ravi B Parikh, Sushovan Guha
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引用次数: 0

摘要

尽管人工智能(AI)正在胃肠病学(GI)和肝脏病学中广泛应用,并有可能改变临床实践的模式,但在考虑其优势的同时,也必须考虑其缺陷。目前,虽然人工智能在实践中的应用仅限于支持临床判断,但医学正迅速走向一个人工智能将越来越自主的全球环境。要更广泛地应用人工智能,就必须慎重考虑伦理问题,特别是与偏见、隐私和同意相关的问题。人工智能的广泛应用引发了人们对系统性错误率不断上升的担忧,这可能是由于在训练数据集中引入了偏见。我们建议,一个用于收集和分析训练与验证数据集的中央存储库对于克服潜在的偏见至关重要。由于人工智能没有内置的偏见和平等概念,参与人工智能开发和实施的人类必须确保其使用和开发符合道德规范。此外,有关数据所有权和健康信息隐私的伦理问题很可能会出现,这使得传统的征得患者同意的方法无法涵盖患者数据的所有可能用途。医生、医疗保健机构和人工智能开发商必须解决在消化系统中使用人工智能而发生不良事件时的责任问题。虽然人工智能在消化道领域的前景非常广阔,但我们在此回顾了伦理方面的考虑因素,需要根据社区经验和集体专业知识提供更多指导。
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Ethical Implications of Artificial Intelligence in Gastroenterology: The Co-pilot or the Captain?

Though artificial intelligence (AI) is being widely implemented in gastroenterology (GI) and hepatology and has the potential to be paradigm shifting for clinical practice, its pitfalls must be considered along with its advantages. Currently, although the use of AI is limited in practice to supporting clinical judgment, medicine is rapidly heading toward a global environment where AI will be increasingly autonomous. Broader implementation of AI will require careful ethical considerations, specifically related to bias, privacy, and consent. Widespread use of AI raises concerns related to increasing rates of systematic errors, potentially due to bias introduced in training datasets. We propose that a central repository for collection and analysis for training and validation datasets is essential to overcoming potential biases. Since AI does not have built-in concepts of bias and equality, humans involved in AI development and implementation must ensure its ethical use and development. Moreover, ethical concerns regarding data ownership and health information privacy are likely to emerge, obviating traditional methods of obtaining patient consent that cover all possible uses of patient data. The question of liability in case of adverse events related to use of AI in GI must be addressed among the physician, the healthcare institution, and the AI developer. Though the future of AI in GI is very promising, herein we review the ethical considerations in need of additional guidance informed by community experience and collective expertise.

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来源期刊
Digestive Diseases and Sciences
Digestive Diseases and Sciences 医学-胃肠肝病学
CiteScore
6.40
自引率
3.20%
发文量
420
审稿时长
1 months
期刊介绍: Digestive Diseases and Sciences publishes high-quality, peer-reviewed, original papers addressing aspects of basic/translational and clinical research in gastroenterology, hepatology, and related fields. This well-illustrated journal features comprehensive coverage of basic pathophysiology, new technological advances, and clinical breakthroughs; insights from prominent academicians and practitioners concerning new scientific developments and practical medical issues; and discussions focusing on the latest changes in local and worldwide social, economic, and governmental policies that affect the delivery of care within the disciplines of gastroenterology and hepatology.
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