Effect of a deep-learning computer-aided detection system on adenoma detection during colonoscopy (CADe-DB trial): a double-blind randomised study

医学 结肠镜检查 结直肠癌 腺瘤 直肠 息肉切除术 随机对照试验 内科学 禁忌症 内窥镜检查 胃肠病学 外科 癌症 病理 替代医学
作者
Pu Wang,Xiaogang Liu,Tyler M. Berzin,Jeremy R. Glissen Brown,Peixi Liu,Chao Zhou,Lei Lei,Liangping Li,Zhenzhen Guo,Shan Lei,Fei Xiong,Han Wang,Yan Song,Pan Yan,Guanyu Zhou
出处
期刊:The Lancet Gastroenterology & Hepatology [Elsevier]
卷期号:5 (4): 343-351 被引量:391
标识
DOI:10.1016/s2468-1253(19)30411-x
摘要

Background Colonoscopy with computer-aided detection (CADe) has been shown in non-blinded trials to improve detection of colon polyps and adenomas by providing visual alarms during the procedure. We aimed to assess the effectiveness of a CADe system that avoids potential operational bias. Methods We did a double-blind randomised trial at the endoscopy centre in Caotang branch hospital of Sichuan Provincial People's Hospital in China. We enrolled consecutive patients (aged 18–75 years) presenting for diagnostic and screening colonoscopy. We excluded patients with a history of inflammatory bowel disease, colorectal cancer, or colorectal surgery or who had a contraindication for biopsy; we also excluded patients who had previously had an unsuccessful colonoscopy and who had a high suspicion for polyposis syndromes, inflammatory bowel disease, and colorectal cancer. We allocated patients (1:1) to colonoscopy with either the CADe system or a sham system. Randomisation was by computer-generated random number allocation. Patients and the endoscopist were unaware of the random assignment. To achieve masking, the output of the system was shown on a second monitor that was only visible to an observer who was responsible for reporting the alerts. The primary outcome was the adenoma detection rate (ADR), which is the proportion of individuals having a complete colonoscopy, from caecum to rectum, who had one or more adenomas detected. The primary analysis was per protocol. We also analysed characteristics of polyps and adenomas missed initially by endoscopists but detected by the CADe system. This trial is complete and is registered with http://www.chictr.org.cn, ChiCTR1800017675. Findings Between Sept 3, 2018, and Jan 11, 2019, 1046 patients were enrolled to the study, of whom 36 were excluded before randomisation, 508 were allocated colonoscopy with polyp detection using the CADe system, and 502 were allocated colonoscopy with the sham system. After further excluding patients who met exclusion criteria, 484 patients in the CADe group and 478 in the sham group were included in analyses. The ADR was significantly greater in the CADe group than in the sham group, with 165 (34%) of 484 patients allocated to the CADe system having one or more adenomas detected versus 132 (28%) of 478 allocated to the sham system (odds ratio 1·36, 95% CI 1·03–1·79; p=0·030). No complications were reported among all colonoscopy procedures. Polyps initially missed by the endoscopist but identified by the CADe system were generally small in size, isochromatic, flat in shape, had an unclear boundary, were partly behind colon folds, and were on the edge of the visual field. Interpretation Polyps initially missed by the endoscopist had characteristics that are sometimes difficult for skilled endoscopists to recognise. Such polyps could be detected using a high-performance CADe system during colonoscopy. The effect of CADe during colonoscopy on the incidence of interval colorectal cancer should be investigated. Funding None.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
刚刚
刚刚
mtt完成签到,获得积分10
1秒前
冰糖葫芦完成签到,获得积分10
1秒前
千空应助sycrax采纳,获得10
1秒前
虚幻小霸王完成签到,获得积分10
2秒前
CY发布了新的文献求助10
2秒前
vivi完成签到,获得积分10
2秒前
番茄小姐完成签到,获得积分10
3秒前
Cat完成签到,获得积分0
3秒前
yohan完成签到,获得积分10
3秒前
共勉YOUNG完成签到,获得积分10
3秒前
赘婿应助吃肉璇璇采纳,获得10
4秒前
4秒前
ting发布了新的文献求助10
4秒前
4秒前
吴未完成签到,获得积分10
4秒前
zzww发布了新的文献求助10
5秒前
5秒前
娜娜家的大宝贝应助wby0313采纳,获得10
5秒前
5秒前
哈ha发布了新的文献求助10
5秒前
vivi发布了新的文献求助10
5秒前
6秒前
6秒前
6秒前
鹿鹿发布了新的文献求助10
7秒前
orixero应助阿坤采纳,获得10
7秒前
驴小兔子完成签到,获得积分10
7秒前
7秒前
sjll发布了新的文献求助10
7秒前
坦率友儿完成签到,获得积分10
7秒前
nimo发布了新的文献求助10
8秒前
科研通AI6.2应助立冬采纳,获得10
8秒前
9秒前
战五渣发布了新的文献求助10
9秒前
热心的尔蓝完成签到,获得积分10
10秒前
求助人员发布了新的文献求助10
10秒前
10秒前
10秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Modern Epidemiology, Fourth Edition 5000
Kinesiophobia : a new view of chronic pain behavior 5000
Molecular Biology of Cancer: Mechanisms, Targets, and Therapeutics 3000
Digital Twins of Advanced Materials Processing 2000
Propeller Design 2000
Weaponeering, Fourth Edition – Two Volume SET 2000
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 纳米技术 化学工程 生物化学 物理 计算机科学 内科学 复合材料 催化作用 物理化学 光电子学 电极 冶金 细胞生物学 基因
热门帖子
关注 科研通微信公众号,转发送积分 6013945
求助须知:如何正确求助?哪些是违规求助? 7586030
关于积分的说明 16143775
捐赠科研通 5161447
什么是DOI,文献DOI怎么找? 2763635
邀请新用户注册赠送积分活动 1743835
关于科研通互助平台的介绍 1634492