Detection of colorectal adenomas with a real-time computer-aided system (ENDOANGEL): a randomised controlled study

医学 结肠镜检查 临床终点 随机对照试验 腺瘤 人口 协议(科学) 结直肠癌 外科 内科学 普通外科 癌症 替代医学 环境卫生 病理
作者
Dexin Gong,Lianlian Wu,Jun Zhang,Ganggang Mu,Lei Shen,Jun Liu,Zhengqiang Wang,Wei Zhou,Ping An,Xu Huang,Xiaoda Jiang,Yanxia Li,Xinyue Wan,Shan Hu,Yiyun Chen,Xiao Hu,Y Xu,Xiaoyun Zhu,Suqin Li,Liwen Yao,Xinqi He,Di Chen,Li Huang,Xiao Wei,Xuemei Wang,Honggang Yu
出处
期刊:The Lancet Gastroenterology & Hepatology [Elsevier]
卷期号:5 (4): 352-361 被引量:294
标识
DOI:10.1016/s2468-1253(19)30413-3
摘要

Colonoscopy performance varies among endoscopists, impairing the discovery of colorectal cancers and precursor lesions. We aimed to construct a real-time quality improvement system (ENDOANGEL) to monitor real-time withdrawal speed and colonoscopy withdrawal time and to remind endoscopists of blind spots caused by endoscope slipping. We also aimed to evaluate the effectiveness of this system for improving adenoma yield of everyday colonoscopy.The ENDOANGEL system was developed using deep neural networks and perceptual hash algorithms. We recruited consecutive patients aged 18-75 years from Renmin Hospital of Wuhan University in China who provided written informed consent. We randomly assigned patients (1:1) using computer-generated random numbers and block randomisation (block size of four) to either colonoscopy with the ENDOANGEL system or unassisted colonoscopy (control). Endoscopists were not masked to the random assignment but analysts and patients were unaware of random assignments. The primary endpoint was the adenoma detection rate (ADR), which is the proportion of patients having one or more adenomas detected at colonoscopy. The primary analysis was done per protocol (ie, in all patients having colonoscopy done in accordance with the assigned intervention) and by intention to treat (ie, in all randomised patients). This trial is registered with http://www.chictr.org.cn, ChiCTR1900021984.Between June 18, 2019, and Sept 6, 2019, 704 patients were randomly allocated colonoscopy with the ENDOANGEL system (n=355) or unassisted (control) colonoscopy (n=349). In the intention-to-treat population, ADR was significantly greater in the ENDOANGEL group than in the control group, with 58 (16%) of 355 patients allocated ENDOANGEL-assisted colonoscopy having one or more adenomas detected, compared with 27 (8%) of 349 allocated control colonoscopy (odds ratio [OR] 2·30, 95% CI 1·40-3·77; p=0·0010). In the per-protocol analysis, findings were similar, with 54 (17%) of 324 patients assigned ENDOANGEL-assisted colonoscopy and 26 (8%) of 318 patients assigned control colonoscopy having one or more adenomas detected (OR 2·18, 95% CI 1·31-3·62; p=0·0026). No adverse events were reported.The ENDOANGEL system significantly improved the adenoma yield during colonoscopy and seems to be effective and safe for use during routine colonoscopy.Hubei Provincial Clinical Research Center for Digestive Disease Minimally Invasive Incision, Hubei Province Major Science and Technology Innovation Project, and the National Natural Science Foundation of China.
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
更新
大幅提高文件上传限制,最高150M (2024-4-1)

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
科研通AI2S应助zhangyannini采纳,获得10
刚刚
1秒前
领导范儿应助树池采纳,获得10
3秒前
酷波er应助漂亮的素采纳,获得10
3秒前
kk发布了新的文献求助10
4秒前
5秒前
5秒前
sunshitao发布了新的文献求助10
6秒前
顾矜应助努力飞的麻雀采纳,获得10
6秒前
iiiiii发布了新的文献求助10
7秒前
8秒前
pagoda完成签到,获得积分10
8秒前
李健应助77777采纳,获得10
9秒前
9秒前
哐哐哐铛发布了新的文献求助10
11秒前
12秒前
Cc完成签到,获得积分10
13秒前
Hello应助小鱼采纳,获得10
13秒前
13秒前
Singularity应助孙兆杰采纳,获得10
13秒前
Singularity应助狂野电源采纳,获得10
14秒前
Hello应助嘻嘻采纳,获得10
14秒前
14秒前
孙宏完成签到,获得积分20
15秒前
15秒前
16秒前
17秒前
wear88发布了新的文献求助10
17秒前
无花果应助cjc采纳,获得10
18秒前
葡萄成熟应助巴西琉斯采纳,获得10
19秒前
漂亮的素发布了新的文献求助10
21秒前
追寻的梦凡完成签到 ,获得积分10
21秒前
ccc完成签到,获得积分10
23秒前
23秒前
坐看云起发布了新的文献求助10
25秒前
搜集达人应助zyp采纳,获得10
25秒前
wear88完成签到,获得积分10
27秒前
Troye发布了新的文献求助10
28秒前
FashionBoy应助漂亮的素采纳,获得10
28秒前
29秒前
高分求助中
The Oxford Handbook of Social Cognition (Second Edition, 2024) 1050
The Young builders of New china : the visit of the delegation of the WFDY to the Chinese People's Republic 1000
юрские динозавры восточного забайкалья 800
English Wealden Fossils 700
Chen Hansheng: China’s Last Romantic Revolutionary 500
COSMETIC DERMATOLOGY & SKINCARE PRACTICE 388
Case Research: The Case Writing Process 300
热门求助领域 (近24小时)
化学 医学 生物 材料科学 工程类 有机化学 生物化学 物理 内科学 纳米技术 计算机科学 化学工程 复合材料 基因 遗传学 催化作用 物理化学 免疫学 量子力学 细胞生物学
热门帖子
关注 科研通微信公众号,转发送积分 3141752
求助须知:如何正确求助?哪些是违规求助? 2792736
关于积分的说明 7804057
捐赠科研通 2449017
什么是DOI,文献DOI怎么找? 1303050
科研通“疑难数据库(出版商)”最低求助积分说明 626718
版权声明 601260