内窥镜检查中的人工智能:概述、应用和未来方向。

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research Pub Date : 2023-09-06 DOI:10.4103/sjg.sjg_286_23
Arif A Arif, Shirley X Jiang, Michael F Byrne
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引用次数: 0

摘要

自从人工智能在医学中出现以来,内窥镜检查在胃肠病学中的应用一直处于创新的前沿。研究的数量不断增加,需要以有用的方式对应用程序进行组织和分类。通过计算机辅助检测(CADe)、诊断(CADx)和质量评估(CADq)分离人工智能功能,可以对每个应用程序进行系统评估。CADe研究在准确检测食道、胃和结肠肿瘤以及确定小肠出血和克罗恩病的来源方面显示出了前景。虽然更先进的CADx应用程序使用光学活检来提供进一步的信息来表征肿瘤形成和分级炎症性疾病,但不同的CADq应用程序可以确保质量并提高手术效率。未来的应用在提供多模式能力的先进治疗模式和集成系统方面显示出前景。人工智能将彻底改变内窥镜检查的临床决策和性能。
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Artificial intelligence in endoscopy: Overview, applications, and future directions.

Since the emergence of artificial intelligence (AI) in medicine, endoscopy applications in gastroenterology have been at the forefront of innovations. The ever-increasing number of studies necessitates the need to organize and classify applications in a useful way. Separating AI capabilities by computer aided detection (CADe), diagnosis (CADx), and quality assessment (CADq) allows for a systematic evaluation of each application. CADe studies have shown promise in accurate detection of esophageal, gastric and colonic neoplasia as well as identifying sources of bleeding and Crohn's disease in the small bowel. While more advanced CADx applications employ optical biopsies to give further information to characterize neoplasia and grade inflammatory disease, diverse CADq applications ensure quality and increase the efficiency of procedures. Future applications show promise in advanced therapeutic modalities and integrated systems that provide multimodal capabilities. AI is set to revolutionize clinical decision making and performance of endoscopy.

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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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