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人工智能在胃肿瘤中的应用。

Usefulness of artificial intelligence in gastric neoplasms.

机构信息

Division of Gastroenterology and Hepatology, Department of Internal Medicine, Kangwon National University School of Medicine, Chuncheon 24289, Kangwon Do, South Korea.

出版信息

World J Gastroenterol. 2021 Jun 28;27(24):3543-3555. doi: 10.3748/wjg.v27.i24.3543.

Abstract

Recently, studies in many medical fields have reported that image analysis based on artificial intelligence (AI) can be used to analyze structures or features that are difficult to identify with human eyes. To diagnose early gastric cancer, related efforts such as narrow-band imaging technology are on-going. However, diagnosis is often difficult. Therefore, a diagnostic method based on AI for endoscopic imaging was developed and its effectiveness was confirmed in many studies. The gastric cancer diagnostic program based on AI showed relatively high diagnostic accuracy and could differentially diagnose non-neoplastic lesions including benign gastric ulcers and dysplasia. An AI system has also been developed that helps to predict the invasion depth of gastric cancer through endoscopic images and observe the stomach during endoscopy without blind spots. Therefore, if AI is used in the field of endoscopy, it is expected to aid in the diagnosis of gastric neoplasms and determine the application of endoscopic therapy by predicting the invasion depth.

摘要

最近,许多医学领域的研究报告称,基于人工智能(AI)的图像分析可用于分析用肉眼难以识别的结构或特征。为了诊断早期胃癌,正在进行诸如窄带成像技术等相关研究。然而,诊断往往较为困难。因此,开发了一种基于 AI 的内镜成像诊断方法,并在许多研究中证实了其有效性。基于 AI 的胃癌诊断程序显示出相对较高的诊断准确性,并且可以区分非肿瘤性病变,包括良性胃溃疡和异型增生。还开发了一种 AI 系统,可通过内镜图像帮助预测胃癌的浸润深度,并在无盲点的情况下观察胃部。因此,如果在内镜领域使用 AI,有望通过预测浸润深度来辅助胃肿瘤的诊断,并确定内镜治疗的应用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b9f3/8240061/a4fd01a226c2/WJG-27-3543-g001.jpg

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