Impact of the clinical use of artificial intelligence–assisted neoplasia detection for colonoscopy: a large-scale prospective, propensity score–matched study (with video)

医学 结肠镜检查 倾向得分匹配 内科学 前瞻性队列研究 置信区间 腺瘤 结直肠癌 癌症
作者
Misaki Ishiyama,Shin‐ei Kudo,Masashi Misawa,Yuichi Mori,Yasuhara Maeda,Katsuro Ichimasa,Takemasa Hayashi,Kunihiko Wakamura,Hideyuki Miyachi,Fumio Ishida,Hayato Itoh,Masahiro Oda,Kensaku Mori
出处
期刊:Gastrointestinal Endoscopy [Elsevier]
卷期号:95 (1): 155-163 被引量:18
标识
DOI:10.1016/j.gie.2021.07.022
摘要

Recently, the use of computer-aided detection (CADe) for colonoscopy has been investigated to improve the adenoma detection rate (ADR). We aimed to assess the efficacy of a regulatory-approved CADe in a large-scale study with high numbers of patients and endoscopists.This was a propensity score-matched prospective study that took place at a university hospital between July 2020 and December 2020. We recruited patients aged ≥20 years who were scheduled for colonoscopy. Patients with polyposis, inflammatory bowel disease, or incomplete colonoscopy were excluded. We used a regulatory-approved CADe system and conducted a propensity score matching-based comparison of the ADR between patients examined with and without CADe as the primary outcome.During the study period, 2261 patients underwent colonoscopy with the CADe system or routine colonoscopy, and 172 patients were excluded in accordance with the exclusion criteria. Thirty endoscopists (9 nonexperts and 21 experts) were involved in this study. Propensity score matching was conducted using 5 factors, resulting in 1836 patients included in the analysis (918 patients in each group). The ADR was significantly higher in the CADe group than in the control group (26.4% vs 19.9%, respectively; relative risk, 1.32; 95% confidence interval, 1.12-1.57); however, there was no significant increase in the advanced neoplasia detection rate (3.7% vs 2.9%, respectively).The use of the CADe system for colonoscopy significantly increased the ADR in a large-scale prospective study including 30 endoscopists (Clinical trial registration number: UMIN000040677.).

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
PDF的下载单位、IP信息已删除 (2025-6-4)

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
清爽老九发布了新的文献求助10
2秒前
耶嘿发布了新的文献求助10
4秒前
5秒前
KekeJ发布了新的文献求助10
6秒前
微凉完成签到 ,获得积分10
6秒前
Magic完成签到,获得积分10
6秒前
青糯完成签到 ,获得积分10
10秒前
希望天下0贩的0应助Jodie采纳,获得10
11秒前
11秒前
15秒前
天天快乐应助微笑采纳,获得10
16秒前
17秒前
小二郎应助我要做科研狗采纳,获得30
19秒前
20秒前
21秒前
科目三应助Bonnienuit采纳,获得10
21秒前
海盗船长发布了新的文献求助10
22秒前
24秒前
jingcheng完成签到,获得积分10
25秒前
愉快碧凡发布了新的文献求助10
25秒前
26秒前
26秒前
Jodie发布了新的文献求助10
28秒前
orixero应助科研通管家采纳,获得10
30秒前
桐桐应助科研通管家采纳,获得10
30秒前
打打应助科研通管家采纳,获得10
30秒前
Ava应助科研通管家采纳,获得10
30秒前
Hello应助科研通管家采纳,获得10
30秒前
星辰大海应助科研通管家采纳,获得10
30秒前
Hello应助科研通管家采纳,获得10
30秒前
Lucas应助科研通管家采纳,获得10
30秒前
汉堡包应助科研通管家采纳,获得10
30秒前
上官若男应助科研通管家采纳,获得10
30秒前
彭于晏应助科研通管家采纳,获得10
30秒前
小不点应助科研通管家采纳,获得10
30秒前
丘比特应助科研通管家采纳,获得10
30秒前
Owen应助科研通管家采纳,获得10
30秒前
30秒前
30秒前
在水一方应助科研通管家采纳,获得10
30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
List of 1,091 Public Pension Profiles by Region 1601
Lloyd's Register of Shipping's Approach to the Control of Incidents of Brittle Fracture in Ship Structures 800
Biology of the Reptilia. Volume 21. Morphology I. The Skull and Appendicular Locomotor Apparatus of Lepidosauria 620
A Guide to Genetic Counseling, 3rd Edition 500
Laryngeal Mask Anesthesia: Principles and Practice. 2nd ed 500
The Composition and Relative Chronology of Dynasties 16 and 17 in Egypt 500
热门求助领域 (近24小时)
化学 材料科学 生物 医学 工程类 计算机科学 有机化学 物理 生物化学 纳米技术 复合材料 内科学 化学工程 人工智能 催化作用 遗传学 数学 基因 量子力学 物理化学
热门帖子
关注 科研通微信公众号,转发送积分 5558022
求助须知:如何正确求助?哪些是违规求助? 4642970
关于积分的说明 14670064
捐赠科研通 4584444
什么是DOI,文献DOI怎么找? 2514849
邀请新用户注册赠送积分活动 1489006
关于科研通互助平台的介绍 1459630