The Impact of Computer-aided Detection Technology in Adenoma Detection Rate Among Experienced Endoscopists in the Community Setting.

IF 0.9 Q3 MEDICINE, GENERAL & INTERNAL Journal of Community Hospital Internal Medicine Perspectives Pub Date : 2024-09-09 eCollection Date: 2024-01-01 DOI:10.55729/2000-9666.1396
Mohammed Ahsan, Zackary Anderson, Medjine Jarbath, Maged Bakr, Raymond W Phillips
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Abstract

Adenoma detection rate (ADR) is a key quality metric in screening colonoscopies. An adenoma detection rate of greater than 30% reduces the incidence of colorectal carcinoma (CRC). Furthermore, studies have demonstrated an inverse relationship between ADR and the incidence of CRC. Computer aided detection (CAD) can improve ADR, but these studies have largely been in major medical centers. In this retrospective single center observational study, screening colonoscopies in average-risk patients were compared among 5 experienced endoscopists in the year before and the year after implementation of the CAD (GI Genius). Training for GI Genius was completed in December 2021 and the technology was implemented the beginning of January 2022. We evaluated the adenoma detection rate (ADR) for 1838 screening colonoscopies in 2021 (before CAD incorporation) and 2629 screening colonoscopies in 2022 (after CAD incorporation) to assess efficacy of AI-assisted colonoscopy. Our study demonstrates that the incorporation of CAD technology in a group of experienced endoscopists in a community setting significantly improved ADR. The ADR of the entire group increased significantly (p < 0.05) following the implementation of CAD technology. The improvement in ADR was attributed to an increased detection of small (<6 mm) polyps. The clinical significance of improved detection of small polyps is uncertain, and further investigation should be done on the economical benefit of incorporating an AI model in the community setting.

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计算机辅助检测技术对社区经验丰富的内镜医师腺瘤检出率的影响
腺瘤检出率(ADR)是筛查结肠镜的一项关键质量指标。腺瘤检出率大于 30% 可降低结肠直肠癌 (CRC) 的发病率。此外,研究表明 ADR 与 CRC 发病率之间存在反比关系。计算机辅助检测(CAD)可以提高 ADR,但这些研究主要是在大型医疗中心进行的。在这项回顾性单中心观察研究中,5 位经验丰富的内镜医师比较了计算机辅助检测(GI Genius)实施前一年和实施后一年平均风险患者的结肠镜筛查情况。GI Genius 的培训于 2021 年 12 月完成,该技术于 2022 年 1 月初开始实施。我们评估了 2021 年(加入 CAD 之前)1838 次筛查结肠镜检查和 2022 年(加入 CAD 之后)2629 次筛查结肠镜检查的腺瘤检出率 (ADR),以评估人工智能辅助结肠镜检查的效果。我们的研究表明,在社区环境中,由经验丰富的内镜医师组成的小组采用计算机辅助诊断技术可显著改善 ADR。采用 CAD 技术后,整个小组的 ADR 显著增加(p < 0.05)。ADR 的改善归因于对小(
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自引率
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发文量
106
审稿时长
17 weeks
期刊介绍: JCHIMP provides: up-to-date information in the field of Internal Medicine to community hospital medical professionals a platform for clinical faculty, residents, and medical students to publish research relevant to community hospital programs. Manuscripts that explore aspects of medicine at community hospitals welcome, including but not limited to: the best practices of community academic programs community hospital-based research opinion and insight from community hospital leadership and faculty the scholarly work of residents and medical students affiliated with community hospitals.
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