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NPJ Digit Med. 2024;7(1):366.

A prospective comparison of two computer aided detection systems with different false positive rates in colonoscopy.

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제1저자 정고은, 이주영 · 교신저자 배정호

소속 (3)
  1. Department of Internal Medicine and Healthcare Research Institute, Healthcare System Gangnam Center, Seoul National University Hospital, Seoul, Korea.
  2. Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea.
  3. Department of Internal Medicine and Healthcare Research Institute, Healthcare System Gangnam Center, Seoul National University Hospital, Seoul, Korea. bjh@snuh.org.

Abstract

This study evaluated the impact of differing false positive (FP) rates in two computer-aided detection (CADe) systems on the clinical effectiveness of artificial intelligence (AI)-assisted colonoscopy. The primary outcomes were adenoma detection rate (ADR) and adenomas per colonoscopy (APC). The ADR in the control, system A (3.2% FP rate), and system B (0.6% FP rate) groups were 44.3%, 43.4%, and 50.4%, respectively, with system B showing a significantly higher ADR than the control group. The APC for the control, A, and B groups were 0.75, 0.83, and 0.90, respectively, with system B also showing a higher APC than the control. The non-true lesion resection rates were 23.8%, 29.2%, and 21.3%, with system B having the lowest. The system with lower FP rates demonstrated improved ADR and APC without increasing the resection of non-neoplastic lesions. These findings suggest that higher FP rates negatively affect the clinical performance of AI-assisted colonoscopy.

© 2024. The Author(s).

Figures

Fig. 1
Fig. 1 Comparison of the adenoma detection rate, per-patient analysis. The ADR was 44.3% in the control group, 43.4% in the A system group, and 50.4% in the B system group (p = 0.012). ADR adenoma detection rate.
Fig. 2
Fig. 2 Mean number of adenomas per colonoscopy. The mean APCs of the control group, A system group, and B system group were 0.75, 0.83, and 0.90, respectively. APC adenomas per colonoscopy.
Fig. 3
Fig. 3 Comparison of non-true lesion resection rate, per-patient analysis. The NTLR was 23.8% in the control group (239 of 1,003 patients), 29.2% (147 of 503 patients) in the A system group, and 21.3% (101 of 473 patients) in the B system group. NTLR, non-true lesion resection rate.
Fig. 4
Fig. 4 Flow chart of the study population. Among a total of 3,047 subjects, 1,591 (52.2%) subjects underwent standard colonoscopy; 763 (25.0%) were assigned to the A system and 693 (22.7%) were assigned to the B system. CADe, computer-aided detection.

그림 출처: PubMed Central 공개 논문 (PMC11659580)

Conflict of interest statement

Competing interests: J.H.B. holds equity in AINEX Corporation. The remining authors declare no competing interests.

그 밖의 정보
출판 형태
Journal Article
저널
NPJ digital medicine · eISSN 2398-6352
전자 출판
2024-12-19
참고문헌
39편