清晨好,您是今天最早来到科研通的研友!由于当前在线用户较少,发布求助请尽量完整地填写文献信息,科研通机器人24小时在线,伴您科研之路漫漫前行!

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,Yan Pan,Guanyu Zhou
出处
期刊:The Lancet Gastroenterology & Hepatology [Elsevier BV]
卷期号:5 (4): 343-351 被引量:401
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
久晓完成签到 ,获得积分10
1秒前
7秒前
研友_惊鸿发布了新的文献求助30
12秒前
坦率如之完成签到,获得积分10
30秒前
confrem发布了新的文献求助10
54秒前
丘比特应助科研通管家采纳,获得10
1分钟前
东方元语应助confrem采纳,获得20
1分钟前
郭濹涵完成签到 ,获得积分10
2分钟前
silence完成签到,获得积分10
2分钟前
2分钟前
汪小楠吖发布了新的文献求助10
3分钟前
传奇3应助爱学习的叭叭采纳,获得10
3分钟前
ding应助蒺藜采纳,获得10
3分钟前
Orange应助科研通管家采纳,获得10
3分钟前
3分钟前
英俊的铭应助翟翟采纳,获得10
3分钟前
蒺藜发布了新的文献求助10
3分钟前
3分钟前
3分钟前
tlh完成签到 ,获得积分10
3分钟前
confrem完成签到,获得积分10
4分钟前
初初见你完成签到,获得积分10
4分钟前
bo完成签到 ,获得积分10
4分钟前
完美世界应助科研通管家采纳,获得10
5分钟前
aspect完成签到 ,获得积分10
5分钟前
5分钟前
Noob_saibot发布了新的文献求助10
5分钟前
琦琦完成签到,获得积分10
6分钟前
asdwind完成签到,获得积分10
7分钟前
就很棒的小俊完成签到 ,获得积分10
7分钟前
今后应助科研通管家采纳,获得10
7分钟前
luckyaaahealthy完成签到,获得积分10
7分钟前
Noob_saibot完成签到,获得积分10
7分钟前
大个应助Noob_saibot采纳,获得10
7分钟前
Jourmore完成签到,获得积分0
7分钟前
刻苦的砖头完成签到 ,获得积分10
9分钟前
Orange应助深蓝盾狗采纳,获得10
9分钟前
爆米花应助Dongfang采纳,获得10
9分钟前
10分钟前
10分钟前
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
China Pluperfect I: Epistemology of Past and Outside in Chinese Art 520
Matrix Methods in Data Mining and Pattern Recognition Second Edition 510
基于锂离子电池正极材料回收的绿色溶剂开发及工程化应用研究 500
Auslegungsgeschichte 500
Transdermal drug delivery systems market size report 500
Cosmos as Art Object: Studies in Plato's Timaeus and Other Dialogues 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7640283
求助须知:如何正确求助?哪些是违规求助? 9213304
关于积分的说明 19763492
捐赠科研通 7206317
什么是DOI,文献DOI怎么找? 3276074
关于科研通互助平台的介绍 2437673
邀请新用户注册赠送积分活动 2273518