Clinical consequences of computer-aided colorectal polyp detection

腺瘤 医学 胃肠病学 大肠息肉 结直肠癌 放射科 结肠镜检查 内科学 癌症
作者
Pieter Sinonquel,Tom Eelbode,Oliver Pech,Dominiek De Wulf,Pieter Dewint,Helmut Neumann,Giulio Antonelli,Federico Iacopini,David J. Tate,Arnaud Lemmers,Nastazja Pilonis,Michał F. Kamiński,Philip Roelandt,Cesare Hassan,Demedts Ingrid,Frederik Maes,Raf Bisschops
出处
期刊:Gut [BMJ]
卷期号:73 (12): 1974-1983 被引量:10
标识
DOI:10.1136/gutjnl-2024-331943
摘要

Background and aim Randomised trials show improved polyp detection with computer-aided detection (CADe), mostly of small lesions. However, operator and selection bias may affect CADe’s true benefit. Clinical outcomes of increased detection have not yet been fully elucidated. Methods In this multicentre trial, CADe combining convolutional and recurrent neural networks was used for polyp detection. Blinded endoscopists were monitored in real time by a second observer with CADe access. CADe detections prompted reinspection. Adenoma detection rates (ADR) and polyp detection rates were measured prestudy and poststudy. Histological assessments were done by independent histopathologists. The primary outcome compared polyp detection between endoscopists and CADe. Results In 946 patients (51.9% male, mean age 64), a total of 2141 polyps were identified, including 989 adenomas. CADe was not superior to human polyp detection (sensitivity 94.6% vs 96.0%) but outperformed them when restricted to adenomas. Unblinding led to an additional yield of 86 true positive polyp detections (1.1% ADR increase per patient; 73.8% were <5 mm). CADe also increased non-neoplastic polyp detection by an absolute value of 4.9% of the cases (1.8% increase of entire polyp load). Procedure time increased with 6.6±6.5 min (+42.6%). In 22/946 patients, the additional detection of adenomas changed surveillance intervals (2.3%), mostly by increasing the number of small adenomas beyond the cut-off. Conclusion Even if CADe appears to be slightly more sensitive than human endoscopists, the additional gain in ADR was minimal and follow-up intervals rarely changed. Additional inspection of non-neoplastic lesions was increased, adding to the inspection and/or polypectomy workload.
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
WJ发布了新的文献求助10
刚刚
2秒前
天下迎春发布了新的文献求助10
2秒前
3秒前
山川的奴发布了新的文献求助10
3秒前
新手科小王关注了科研通微信公众号
4秒前
5秒前
5秒前
6秒前
1122846发布了新的文献求助10
6秒前
9秒前
欢喜嘉懿发布了新的文献求助10
9秒前
10秒前
Lqiang发布了新的文献求助10
10秒前
11秒前
哈哈哈关注了科研通微信公众号
11秒前
今后应助666666神花露水采纳,获得10
11秒前
zhuyouwang完成签到,获得积分10
12秒前
橘x应助1002SHIB采纳,获得30
12秒前
D5发布了新的文献求助10
13秒前
xxx发布了新的文献求助10
14秒前
14秒前
17秒前
希望天下0贩的0应助林夕采纳,获得10
18秒前
19秒前
ding应助和211采纳,获得10
20秒前
朱洪帆发布了新的文献求助10
23秒前
前行的灿完成签到 ,获得积分10
23秒前
香蕉觅云应助zzq778采纳,获得10
23秒前
24秒前
妤懿完成签到 ,获得积分10
24秒前
26秒前
AIO完成签到 ,获得积分10
27秒前
27秒前
山川的奴完成签到,获得积分10
28秒前
隔壁的多串君完成签到,获得积分10
29秒前
落雁沙发布了新的文献求助10
29秒前
29秒前
量子星尘发布了新的文献求助10
30秒前
Lqiang完成签到,获得积分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
Kinesiophobia : a new view of chronic pain behavior 2000
Cytological studies on Phanerogams in Southern Peru. I. Karyotype of Acaena ovalifolia 2000
Earth System Geophysics 1000
Bioseparations Science and Engineering Third Edition 1000
Lloyd's Register of Shipping's Approach to the Control of Incidents of Brittle Fracture in Ship Structures 1000
BRITTLE FRACTURE IN WELDED SHIPS 1000
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 6123276
求助须知:如何正确求助?哪些是违规求助? 7951055
关于积分的说明 16496509
捐赠科研通 5244409
什么是DOI,文献DOI怎么找? 2801395
邀请新用户注册赠送积分活动 1782709
关于科研通互助平台的介绍 1654008