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展望未来:人工智能在胃肠内镜检查中的应用。

Scoping out the future: The application of artificial intelligence to gastrointestinal endoscopy.

作者信息

Minchenberg Scott B, Walradt Trent, Glissen Brown Jeremy R

机构信息

Department of Internal Medicine, Beth Israel Deaconess Medical Center, Boston, MA 02130, United States.

Division of Gastroenterology, Beth Israel Deaconess Medical Center, Boston, MA 02130, United States.

出版信息

World J Gastrointest Oncol. 2022 May 15;14(5):989-1001. doi: 10.4251/wjgo.v14.i5.989.

Abstract

Artificial intelligence (AI) is a quickly expanding field in gastrointestinal endoscopy. Although there are a myriad of applications of AI ranging from identification of bleeding to predicting outcomes in patients with inflammatory bowel disease, a great deal of research has focused on the identification and classification of gastrointestinal malignancies. Several of the initial randomized, prospective trials utilizing AI in clinical medicine have centered on polyp detection during screening colonoscopy. In addition to work focused on colorectal cancer, AI systems have also been applied to gastric, esophageal, pancreatic, and liver cancers. Despite promising results in initial studies, the generalizability of most of these AI systems have not yet been evaluated. In this article we review recent developments in the field of AI applied to gastrointestinal oncology.

摘要

人工智能(AI)是胃肠内镜领域中一个迅速发展的领域。尽管AI有无数的应用,从出血的识别到炎症性肠病患者预后的预测,但大量研究集中在胃肠道恶性肿瘤的识别和分类上。在临床医学中利用AI的一些最初的随机、前瞻性试验主要围绕筛查结肠镜检查时的息肉检测。除了专注于结直肠癌的研究外,AI系统也已应用于胃癌、食管癌、胰腺癌和肝癌。尽管初步研究取得了令人鼓舞的结果,但这些AI系统中大多数的可推广性尚未得到评估。在本文中,我们综述了应用于胃肠肿瘤学领域的AI的最新进展。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c5a3/9124983/062363a1e956/WJGO-14-989-g001.jpg

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