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,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
哥哥完成签到,获得积分10
3秒前
Young完成签到 ,获得积分10
5秒前
maun222完成签到,获得积分10
8秒前
9秒前
DR_MING发布了新的文献求助10
13秒前
脑洞疼应助DR_MING采纳,获得10
17秒前
BowieHuang完成签到,获得积分0
18秒前
喜喜完成签到,获得积分10
19秒前
runtang完成签到,获得积分10
19秒前
王jyk完成签到,获得积分10
20秒前
qq完成签到,获得积分10
20秒前
清水完成签到,获得积分10
20秒前
呵呵哒完成签到,获得积分10
21秒前
啪嗒大白球完成签到,获得积分10
21秒前
yzz完成签到,获得积分10
21秒前
prrrratt完成签到,获得积分10
21秒前
guoyufan完成签到,获得积分10
21秒前
朝夕之晖完成签到,获得积分10
22秒前
cityhunter7777完成签到,获得积分10
22秒前
CGBIO完成签到,获得积分10
22秒前
BMG完成签到,获得积分10
22秒前
真的OK完成签到,获得积分0
22秒前
美满惜寒完成签到,获得积分10
22秒前
wbx完成签到,获得积分10
22秒前
李煜琛完成签到 ,获得积分10
22秒前
Syan完成签到,获得积分10
23秒前
Temperature完成签到,获得积分10
24秒前
ys1008完成签到,获得积分10
24秒前
675完成签到,获得积分10
24秒前
Qian完成签到 ,获得积分10
24秒前
洋芋饭饭完成签到,获得积分10
25秒前
张浩林完成签到,获得积分10
25秒前
zwzw完成签到,获得积分10
25秒前
赵李锋完成签到,获得积分10
35秒前
minnie完成签到 ,获得积分10
39秒前
CodeCraft应助CC采纳,获得100
48秒前
Coral369发布了新的文献求助10
51秒前
竺七完成签到 ,获得积分10
52秒前
1分钟前
rippings发布了新的文献求助10
1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
Handbook of pharmaceutical excipients, Ninth edition 5000
Aerospace Standards Index - 2026 ASIN2026 3000
Polymorphism and polytypism in crystals 1000
Signals, Systems, and Signal Processing 610
Discrete-Time Signals and Systems 610
T/SNFSOC 0002—2025 独居石精矿碱法冶炼工艺技术标准 600
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 纳米技术 有机化学 物理 生物化学 化学工程 计算机科学 复合材料 内科学 催化作用 光电子学 物理化学 电极 冶金 遗传学 细胞生物学
热门帖子
关注 科研通微信公众号,转发送积分 6042933
求助须知:如何正确求助?哪些是违规求助? 7800294
关于积分的说明 16237713
捐赠科研通 5188495
什么是DOI,文献DOI怎么找? 2776575
邀请新用户注册赠送积分活动 1759599
关于科研通互助平台的介绍 1643160