消化内镜检查中的人工智能:最新进展。

IF 2.6 3区 医学 Q2 GASTROENTEROLOGY & HEPATOLOGY Current Opinion in Gastroenterology Pub Date : 2023-09-01 Epub Date: 2023-07-17 DOI:10.1097/MOG.0000000000000957
Jean-Francois Rey
{"title":"消化内镜检查中的人工智能:最新进展。","authors":"Jean-Francois Rey","doi":"10.1097/MOG.0000000000000957","DOIUrl":null,"url":null,"abstract":"<p><strong>Purpose of review: </strong>With the incessant advances in information technology and its implications in all domains of our life, artificial intelligence (AI) started to emerge as a need for better machine performance. How it can help endoscopists and what are the areas of interest in improving both diagnostic and therapeutic endoscopy in each part of the gastrointestinal (GI) tract. What are the recent benefits and clinical usefulness of this new technology in daily endoscopic practice.</p><p><strong>Recent findings: </strong>The two main AI systems categories are computer-assisted detection 'CADe' for lesion detection and computer-assisted diagnosis 'CADx' for optical biopsy and lesion characterization. Multiple softwares are now implemented in endoscopy practice. Other AI systems offer therapeutic assistance such as lesion delineation for complete endoscopic resection or prediction of possible lymphanode after endoscopic treatment. Quality assurance is the coming step with complete monitoring of high-quality colonoscopy. In all cases it is a computer-aid endoscopy as the overall result rely on the physician. Video capsule endoscopy is the unique example were the computer conduct the device, store multiple images, and perform accurate diagnosis.</p><p><strong>Summary: </strong>AI is a breakthrough in digestive endoscopy. Screening gastric and colonic cancer detection should be improved especially outside of expert's centers. Prospective and multicenter trials are mandatory before introducing new software in clinical practice.</p>","PeriodicalId":50607,"journal":{"name":"Current Opinion in Gastroenterology","volume":null,"pages":null},"PeriodicalIF":2.6000,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Artificial intelligence in digestive endoscopy: recent advances.\",\"authors\":\"Jean-Francois Rey\",\"doi\":\"10.1097/MOG.0000000000000957\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Purpose of review: </strong>With the incessant advances in information technology and its implications in all domains of our life, artificial intelligence (AI) started to emerge as a need for better machine performance. How it can help endoscopists and what are the areas of interest in improving both diagnostic and therapeutic endoscopy in each part of the gastrointestinal (GI) tract. What are the recent benefits and clinical usefulness of this new technology in daily endoscopic practice.</p><p><strong>Recent findings: </strong>The two main AI systems categories are computer-assisted detection 'CADe' for lesion detection and computer-assisted diagnosis 'CADx' for optical biopsy and lesion characterization. Multiple softwares are now implemented in endoscopy practice. Other AI systems offer therapeutic assistance such as lesion delineation for complete endoscopic resection or prediction of possible lymphanode after endoscopic treatment. Quality assurance is the coming step with complete monitoring of high-quality colonoscopy. In all cases it is a computer-aid endoscopy as the overall result rely on the physician. Video capsule endoscopy is the unique example were the computer conduct the device, store multiple images, and perform accurate diagnosis.</p><p><strong>Summary: </strong>AI is a breakthrough in digestive endoscopy. Screening gastric and colonic cancer detection should be improved especially outside of expert's centers. Prospective and multicenter trials are mandatory before introducing new software in clinical practice.</p>\",\"PeriodicalId\":50607,\"journal\":{\"name\":\"Current Opinion in Gastroenterology\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":2.6000,\"publicationDate\":\"2023-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Current Opinion in Gastroenterology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1097/MOG.0000000000000957\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2023/7/17 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q2\",\"JCRName\":\"GASTROENTEROLOGY & HEPATOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Current Opinion in Gastroenterology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1097/MOG.0000000000000957","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2023/7/17 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"GASTROENTEROLOGY & HEPATOLOGY","Score":null,"Total":0}
引用次数: 0

摘要

审查目的:随着信息技术的不断进步及其对我们生活各个领域的影响,人工智能(AI)开始成为提高机器性能的一种需要。人工智能如何帮助内镜医师,在改善胃肠道(GI)各部位的诊断和治疗内镜方面有哪些值得关注的领域?这项新技术在日常内窥镜操作中有哪些最新优势和临床实用性:计算机辅助检测 "CADe "用于病变检测,"计算机辅助诊断""CADx "用于光学活检和病变特征描述。目前,多种软件已在内窥镜检查中得到应用。其他人工智能系统还提供治疗辅助,如为内镜下完整切除术划定病灶,或预测内镜治疗后可能出现的淋巴结。质量保证是对高质量结肠镜检查进行全面监控的下一步。在所有情况下,这都是一种计算机辅助内窥镜检查,因为整体结果取决于医生。视频胶囊内窥镜检查就是一个独特的例子,它由计算机控制设备、存储多幅图像并进行精确诊断。总结:人工智能是消化内镜检查的突破性进展,胃癌和结肠癌的筛查应得到改进,尤其是在专家中心以外的地区。在将新软件引入临床实践之前,必须进行前瞻性和多中心试验。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Artificial intelligence in digestive endoscopy: recent advances.

Purpose of review: With the incessant advances in information technology and its implications in all domains of our life, artificial intelligence (AI) started to emerge as a need for better machine performance. How it can help endoscopists and what are the areas of interest in improving both diagnostic and therapeutic endoscopy in each part of the gastrointestinal (GI) tract. What are the recent benefits and clinical usefulness of this new technology in daily endoscopic practice.

Recent findings: The two main AI systems categories are computer-assisted detection 'CADe' for lesion detection and computer-assisted diagnosis 'CADx' for optical biopsy and lesion characterization. Multiple softwares are now implemented in endoscopy practice. Other AI systems offer therapeutic assistance such as lesion delineation for complete endoscopic resection or prediction of possible lymphanode after endoscopic treatment. Quality assurance is the coming step with complete monitoring of high-quality colonoscopy. In all cases it is a computer-aid endoscopy as the overall result rely on the physician. Video capsule endoscopy is the unique example were the computer conduct the device, store multiple images, and perform accurate diagnosis.

Summary: AI is a breakthrough in digestive endoscopy. Screening gastric and colonic cancer detection should be improved especially outside of expert's centers. Prospective and multicenter trials are mandatory before introducing new software in clinical practice.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Current Opinion in Gastroenterology
Current Opinion in Gastroenterology 医学-胃肠肝病学
CiteScore
5.30
自引率
0.00%
发文量
137
审稿时长
6-12 weeks
期刊介绍: ​​​​​​​Published bimonthly and offering a unique and wide ranging perspective on the key developments in the field, each issue of Current Opinion in Gastroenterology features hand-picked review articles from our team of expert editors. With twelve disciplines published across the year – including gastrointestinal infections, nutrition and inflammatory bowel disease – every issue also contains annotated references detailing the merits of the most important papers.
期刊最新文献
Endoscopic therapies for bariatric surgery complications. Gastroduodenal injury and repair mechanisms. Nutritional aspects in patients with gastroparesis. Regurgitation, eructation, and supragastric belch: retrograde esophageal motility, disorders, and treatment. Celiac disease and nonceliac enteropathies.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1