Artificial Intelligence-Assisted Colonoscopy for Detection of Colon Polyps: a Prospective, Randomized Cohort Study

医学 结肠镜检查 结直肠癌 胃肠病学 前瞻性队列研究 内科学 大肠息肉 随机对照试验 人工智能 普通外科 癌症 计算机科学
作者
Yi Luo,Yi Zhang,Ming Liu,Yihong Lai,Panpan Li,Zhen Wang,Tongyin Xing,Ying Huang,Yue Li,Aiming Li,Yadong Wang,Xin Luo,Side Liu,Zelong Han
出处
期刊:Journal of Gastrointestinal Surgery [Springer Science+Business Media]
卷期号:25 (8): 2011-2018 被引量:53
标识
DOI:10.1007/s11605-020-04802-4
摘要

Improving the rate of polyp detection is an important measure to prevent colorectal cancer (CRC). Real-time automatic polyp detection systems, through deep learning methods, can learn and perform specific endoscopic tasks previously performed by endoscopists. The purpose of this study was to explore whether a high-performance, real-time automatic polyp detection system could improve the polyp detection rate (PDR) in the actual clinical environment.The selected patients underwent same-day, back-to-back colonoscopies in a random order, with either traditional colonoscopy or artificial intelligence (AI)-assisted colonoscopy performed first by different experienced endoscopists (> 3000 colonoscopies). The primary outcome was the PDR. It was registered with clinicaltrials.gov . (NCT047126265).In this study, we randomized 150 patients. The AI system significantly increased the PDR (34.0% vs 38.7%, p < 0.001). In addition, AI-assisted colonoscopy increased the detection of polyps smaller than 6 mm (69 vs 91, p < 0.001), but no difference was found with regard to larger lesions.A real-time automatic polyp detection system can increase the PDR, primarily for diminutive polyps. However, a larger sample size is still needed in the follow-up study to further verify this conclusion.clinicaltrials.gov Identifier: NCT047126265.
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