{"title":"The role of artificial intelligence in colonoscopy","authors":"Hyun Jae Kim , Nasim Parsa , Michael F. Byrne","doi":"10.1016/j.scrs.2024.101007","DOIUrl":null,"url":null,"abstract":"<div><p>Recent advancements in artificial intelligence (AI) have had a profound impact on the field of gastrointestinal endoscopy, particularly in the realm of colonoscopy. Recent studies have shown excellent performance of AI models in both computer-aided detection (CADe) and computer-aided diagnosis (CADx) of polyps. Moreover, AI has shown promising results in other aspects of colonoscopy such as prediction of depth of tumor invasion, colonoscopy quality assurance, and AI applications in inflammatory bowel disease.</p><p>In this review, we summarize the recent literature on the application of AI in colonoscopy, and review the limitations and challenges of existing AI technologies and future directions for this field.</p></div>","PeriodicalId":55956,"journal":{"name":"Seminars in Colon and Rectal Surgery","volume":"35 1","pages":"Article 101007"},"PeriodicalIF":0.4000,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S104314892400006X/pdfft?md5=fbdc44d69ab56b6966c5e654a57f2693&pid=1-s2.0-S104314892400006X-main.pdf","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Seminars in Colon and Rectal Surgery","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S104314892400006X","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"SURGERY","Score":null,"Total":0}
引用次数: 0
Abstract
Recent advancements in artificial intelligence (AI) have had a profound impact on the field of gastrointestinal endoscopy, particularly in the realm of colonoscopy. Recent studies have shown excellent performance of AI models in both computer-aided detection (CADe) and computer-aided diagnosis (CADx) of polyps. Moreover, AI has shown promising results in other aspects of colonoscopy such as prediction of depth of tumor invasion, colonoscopy quality assurance, and AI applications in inflammatory bowel disease.
In this review, we summarize the recent literature on the application of AI in colonoscopy, and review the limitations and challenges of existing AI technologies and future directions for this field.
期刊介绍：
Seminars in Colon and Rectal Surgery offers a comprehensive and coordinated review of a single, timely topic related to the diagnosis and treatment of proctologic diseases. Each issue is an organized compendium of practical information that serves as a lasting reference for colorectal surgeons, general surgeons, surgeons in training and their colleagues in medicine with an interest in colorectal disorders.
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