增强结肠镜与计算机辅助息肉表征(AC-CADx)研究-前瞻性研究比较光学诊断的可靠性的培训生和专家没有人工智能。

IF 8 1区 医学 Q1 GASTROENTEROLOGY & HEPATOLOGY
Sebastian Bernhofer, Julian Prosenz, Christine Duller, David Venturi, Andreas Maieron
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引用次数: 0

摘要

光学诊断是高质量结肠镜检查的重要组成部分,但高度依赖经验。计算机辅助诊断(CADx)形式的人工智能可以弥合实习内窥镜医师和专家之间的差距。本研究的目的是评估实习内窥镜医师在人工智能帮助下的光学诊断与专家相比的诊断可靠性。患者和方法:这项前瞻性观察性研究纳入了接受培训的cadx支持(GI Genius®,Medtronic)结肠镜检查的患者。专家在没有CADx信息的情况下对切除的息肉进行记录和视频检查。主要结果是受训人员与专家和单独的CADx输出相比,对小型(≤5mm)直肠乙状结肠息肉(DRSPs)腺瘤组织学的阴性预测值(NPV)。次要结果是任何大小的直肠乙状结肠息肉的NPV,以及整个结肠腺瘤的敏感性和特异性。结果:225例患者共切除630个息肉(48.9%为男性,平均年龄63.8岁(SD 12.7)岁)。直肠乙状结肠病变252例(40%),其中≤5mm病变223例(88.5%)。使用CADx的专家对drsp的NPV为90.2% (95%CI 0.85;0.94),未使用CADx的专家的NPV为90.3% (95%CI 0.84;0.94)。两组患者NPV无统计学差异。单独使用CADx的NPV为93.2% (95%CI 0.88;0.97)。对于任何大小的直肠乙状结肠息肉,实习生的NPV为90.1% (95%CI 0.85;0.94),专家的NPV为90.4% (95%CI 0.85;0.95),单独使用CADx的NPV为93.4% (95%CI 0.88;0.97)。结论:实习内窥镜医师使用CADx对直肠乙状结肠息肉的OD诊断准确率高,符合PIVI 2“诊断-离开”策略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Augmented Colonoscopy with Computer-Aided polyp Characterization (AC-CADx) study - prospective study comparing the diagnostic reliability of optical diagnosis of trainees with experts without AI.

Introduction: Optical diagnosis is an essential part of a high-quality colonoscopy, but highly experience-dependent. Artificial intelligence in the form of computer-aided diagnosis (CADx) may bridge the gap between trainee endoscopists and experts. The aim of this study is to evaluate the diagnostic reliability of optical diagnosis of trainee endoscopists with the help of AI compared to experts.

Patients and methods: This prospective, observational study included patients undergoing trainee-performed CADx-supported (GI Genius®, Medtronic) colonoscopy. Resected polyps were recorded and video-reviewed without CADx information by experts. The primary outcome was the negative predictive value (NPV) for adenomatous histology of diminutive (≤5 mm) rectosigmoid polyps (DRSPs) of trainees versus experts and CADx output alone. Secondary outcomes were the NPV for rectosigmoid polyps of any size, and sensitivities and specificities of adenomas in the entire colon.

Results: Overall, 630 polyps were resected in 225 patients (48.9% male, mean age 63.8 (SD 12.7) years). In the rectosigmoid 252 lesions (40%) were found, 223 (88.5%) of which were ≤5 mm. The NPV for DRSPs of trainees using CADx was 90.2% (95%CI 0.85;0.94), NPV of the experts without CADx was 90.3% (95%CI 0.84;0.94). There was no statistically significant difference in NPV between these two groups. The NPV of CADx alone was 93.2% (95%CI 0.88;0.97). The NPV for rectosigmoid polyps of any sizes were 90.1% (95%CI 0.85;0.94) for trainees, 90.4% (95%CI 0.85;0.95) for experts, and 93.4% (95%CI 0.88;0.97) for CADx alone.

Conclusion: OD of rectosigmoid polyps by trainee endoscopists with CADx is highly accurate, fulfilling PIVI 2 "diagnose-and-leave" strategy.

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来源期刊
American Journal of Gastroenterology
American Journal of Gastroenterology 医学-胃肠肝病学
CiteScore
11.40
自引率
5.10%
发文量
458
审稿时长
12 months
期刊介绍: Published on behalf of the American College of Gastroenterology (ACG), The American Journal of Gastroenterology (AJG) stands as the foremost clinical journal in the fields of gastroenterology and hepatology. AJG offers practical and professional support to clinicians addressing the most prevalent gastroenterological disorders in patients.
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