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胰腺胆道内镜中的人工智能。

Artificial intelligence in pancreaticobiliary endoscopy.

机构信息

Division of Gastroenterology, Johns Hopkins Medical Institutions, Baltimore, Maryland, USA.

出版信息

J Gastroenterol Hepatol. 2021 Jan;36(1):25-30. doi: 10.1111/jgh.15343.

Abstract

Artificial intelligence (AI) applications in health care have exponentially increased in recent years, and a few of these are related to pancreatobiliary disorders. AI-based methods were applied to extract information, in prognostication, to guide clinical treatment decisions and in pancreatobiliary endoscopy to characterize lesions. AI applications in endoscopy are expected to reduce inter-operator variability, improve the accuracy of diagnosis, and assist in therapeutic decision-making in real time. AI-based literature must however be interpreted with caution given the limited external validation. A multidisciplinary approach combining clinical and imaging or endoscopy data will better utilize AI-based technologies to further improve patient care.

摘要

近年来,人工智能 (AI) 在医疗保健领域的应用呈指数级增长,其中一些与胰胆系统疾病相关。基于 AI 的方法被应用于提取信息、预测、指导临床治疗决策以及胰胆内镜下特征性病变。AI 在内镜中的应用有望减少操作者间的变异性,提高诊断的准确性,并实时协助治疗决策。然而,鉴于有限的外部验证,必须谨慎解读基于 AI 的文献。结合临床和影像学或内镜数据的多学科方法将更好地利用基于 AI 的技术,进一步改善患者的护理。

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