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人工智能应用于胃肠内镜检查的技术综述:术语阐释

A technical review of artificial intelligence as applied to gastrointestinal endoscopy: clarifying the terminology.

作者信息

Ebigbo Alanna, Palm Christoph, Probst Andreas, Mendel Robert, Manzeneder Johannes, Prinz Friederike, de Souza Luis A, Papa João P, Siersema Peter, Messmann Helmut

机构信息

Department of Gastroenterology, Universitätsklinikum Augsburg, Germany.

Regensburg Medical Image Computing (ReMIC), Ostbayerische Technische Hochschule Regensburg (OTH Regensburg) - Germany.

出版信息

Endosc Int Open. 2019 Dec;7(12):E1616-E1623. doi: 10.1055/a-1010-5705. Epub 2019 Nov 25.

Abstract

The growing number of publications on the application of artificial intelligence (AI) in medicine underlines the enormous importance and potential of this emerging field of research. In gastrointestinal endoscopy, AI has been applied to all segments of the gastrointestinal tract most importantly in the detection and characterization of colorectal polyps. However, AI research has been published also in the stomach and esophagus for both neoplastic and non-neoplastic disorders. The various technical as well as medical aspects of AI, however, remain confusing especially for non-expert physicians. This physician-engineer co-authored review explains the basic technical aspects of AI and provides a comprehensive overview of recent publications on AI in gastrointestinal endoscopy. Finally, a basic insight is offered into understanding publications on AI in gastrointestinal endoscopy.

摘要

关于人工智能(AI)在医学领域应用的出版物数量不断增加,凸显了这一新兴研究领域的巨大重要性和潜力。在胃肠内镜检查中,AI已应用于胃肠道的各个部位,最重要的是用于结直肠息肉的检测和特征描述。然而,AI研究也已发表在胃和食管的肿瘤性和非肿瘤性疾病方面。然而,AI的各种技术以及医学方面仍然令人困惑,尤其是对于非专业医生而言。这篇由医生和工程师共同撰写的综述解释了AI的基本技术方面,并全面概述了近期关于AI在胃肠内镜检查中的出版物。最后,提供了一个基本的见解,以帮助理解关于AI在胃肠内镜检查中的出版物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/28d4/6882682/58547582b609/10-1055-a-1010-5705-i1626ei1.jpg

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