Real-time artificial intelligence (AI)-aided endoscopy improves adenoma detection rates even in experienced endoscopists: a cohort study in Singapore
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作者:
Koh, Frederick H.
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Sengkang Gen Hosp, Dept Gen Surg, Colorectal Serv, SingHlth Serv, 110 Sengkang East Way, Singapore 544886, SingaporeSengkang Gen Hosp, Dept Gen Surg, Colorectal Serv, SingHlth Serv, 110 Sengkang East Way, Singapore 544886, Singapore
Koh, Frederick H.
[1
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Ladlad, Jasmine
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Sengkang Gen Hosp, Dept Gen Surg, Colorectal Serv, SingHlth Serv, 110 Sengkang East Way, Singapore 544886, SingaporeSengkang Gen Hosp, Dept Gen Surg, Colorectal Serv, SingHlth Serv, 110 Sengkang East Way, Singapore 544886, Singapore
Ladlad, Jasmine
[1
]
Teo, Eng-Kiong
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Sengkang Gen Hosp, Dept Gastroenterol & Hepatol, SingHlth Serv, Singapore, SingaporeSengkang Gen Hosp, Dept Gen Surg, Colorectal Serv, SingHlth Serv, 110 Sengkang East Way, Singapore 544886, Singapore
Teo, Eng-Kiong
[3
]
Lin, Cui-Li
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Sengkang Gen Hosp, Dept Gastroenterol & Hepatol, SingHlth Serv, Singapore, SingaporeSengkang Gen Hosp, Dept Gen Surg, Colorectal Serv, SingHlth Serv, 110 Sengkang East Way, Singapore 544886, Singapore
Lin, Cui-Li
[3
]
Foo, Fung-Joon
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Sengkang Gen Hosp, Dept Gen Surg, Colorectal Serv, SingHlth Serv, 110 Sengkang East Way, Singapore 544886, Singapore
Sengkang Gen Hosp, Endoscopy Ctr, Div Hyperacute Care, Singapore, SingaporeSengkang Gen Hosp, Dept Gen Surg, Colorectal Serv, SingHlth Serv, 110 Sengkang East Way, Singapore 544886, Singapore
Foo, Fung-Joon
[1
,2
]
机构:
[1] Sengkang Gen Hosp, Dept Gen Surg, Colorectal Serv, SingHlth Serv, 110 Sengkang East Way, Singapore 544886, Singapore
[2] Sengkang Gen Hosp, Endoscopy Ctr, Div Hyperacute Care, Singapore, Singapore
Background: Colonoscopy is a mainstay to detect premalignant neoplastic lesions in the colon. Real-time Artificial Intelligence (AI)-aided colonoscopy purportedly improves the polyp detection rate, especially for small flat lesions. The aim of this study is to evaluate the performance of real-time AI-aided colonoscopy in the detection of colonic polyps. Methods: A prospective single institution cohort study was conducted in Singapore. All real-time AI-aided colonoscopies, regardless of indication, performed by specialist-grade endoscopists were anonymously recorded from July to September 2021 and reviewed by 2 independent authors (FHK, JL). Sustained detection of an area by the program was regarded as a "hit". Histology for the polypectomies were reviewed to determine adenoma detection rate (ADR). Individual endoscopist's performance with AI were compared against their baseline performance without AI endoscopy. Results: A total of 24 (82.8%) endoscopists participated with 18 (62.1%) performing >= 5 AI-aided colonoscopies. Of the 18, 72.2% (n = 13) were general surgeons. During that 3-months period, 487 "hits" encountered in 298 colonoscopies. Polypectomies were performed for 51.3% and 68.4% of these polypectomies were adenomas on histology. The post-intervention median ADR was 30.4% was higher than the median baseline polypectomy rate of 24.3% (p = 0.02). Of the adenomas excised, 14 (5.6%) were sessile serrated adenomas. Of those who performed >= 5 AI-aided colonoscopies, 13 (72.2%) had an improvement of ADR compared to their polypectomy rate before the introduction of AI, of which 2 of them had significant improvement. Conclusions Real-time AI-aided colonoscopy have the potential to improved ADR even for experienced endoscopists and would therefore, improve the quality of colonoscopy. [GRAPHICS] .
机构:
Univ Hosp Toulouse, Gerontopole, 4 Rue Pont St Pierre, F-31400 Toulouse, France
Univ Paul Sabatier, INSERM, UMR 1027, Toulouse, FranceUniv Hosp Toulouse, Gerontopole, 4 Rue Pont St Pierre, F-31400 Toulouse, France
Piau, Antoine
Lepage, Benoit
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Univ Hosp Toulouse, Med Informat Dept, Toulouse, FranceUniv Hosp Toulouse, Gerontopole, 4 Rue Pont St Pierre, F-31400 Toulouse, France
Lepage, Benoit
Bernon, Carole
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Univ Paul Sabatier, Toulouse Inst Comp Sci Res, Toulouse, FranceUniv Hosp Toulouse, Gerontopole, 4 Rue Pont St Pierre, F-31400 Toulouse, France
Bernon, Carole
Gleizes, Marie-Pierre
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Univ Paul Sabatier, Toulouse Inst Comp Sci Res, Toulouse, FranceUniv Hosp Toulouse, Gerontopole, 4 Rue Pont St Pierre, F-31400 Toulouse, France
Gleizes, Marie-Pierre
Nourhashemi, Fati
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Univ Hosp Toulouse, Gerontopole, 4 Rue Pont St Pierre, F-31400 Toulouse, France
Univ Paul Sabatier, INSERM, UMR 1027, Toulouse, FranceUniv Hosp Toulouse, Gerontopole, 4 Rue Pont St Pierre, F-31400 Toulouse, France
机构:
Sun Yat Sen Univ, Affiliated Hosp 1, Dept Otolaryngol, 58,Zhong Shan 2Nd Rd, Guangzhou 510000, Guangdong, Peoples R China
Sun Yat Sen Univ, Otorhinolaryngol Inst, Guangzhou, Guangdong, Peoples R ChinaSun Yat Sen Univ, Affiliated Hosp 1, Dept Otolaryngol, 58,Zhong Shan 2Nd Rd, Guangzhou 510000, Guangdong, Peoples R China
He, Rui
Jie, Pengyu
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Sun Yat Sen Univ, Sch Intelligent Engn, Shenzhen Campus, Shenzhen 518107, Peoples R ChinaSun Yat Sen Univ, Affiliated Hosp 1, Dept Otolaryngol, 58,Zhong Shan 2Nd Rd, Guangzhou 510000, Guangdong, Peoples R China
Jie, Pengyu
Hou, Weijian
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机构:
Kiang Wu Hosp, Dept Otolaryngol Head & Neck Surg, Macau 999078, Peoples R ChinaSun Yat Sen Univ, Affiliated Hosp 1, Dept Otolaryngol, 58,Zhong Shan 2Nd Rd, Guangzhou 510000, Guangdong, Peoples R China
Hou, Weijian
Long, Yudong
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Sun Yat Sen Univ, Affiliated Hosp 1, Dept Otolaryngol, 58,Zhong Shan 2Nd Rd, Guangzhou 510000, Guangdong, Peoples R China
Sun Yat Sen Univ, Otorhinolaryngol Inst, Guangzhou, Guangdong, Peoples R ChinaSun Yat Sen Univ, Affiliated Hosp 1, Dept Otolaryngol, 58,Zhong Shan 2Nd Rd, Guangzhou 510000, Guangdong, Peoples R China
Long, Yudong
Zhou, Guanqun
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Sun Yat Sen Univ, Canc Ctr, Dept Radiat Oncol, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Affiliated Hosp 1, Dept Otolaryngol, 58,Zhong Shan 2Nd Rd, Guangzhou 510000, Guangdong, Peoples R China
Zhou, Guanqun
Wu, Shumei
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Sun Yat Sen Univ, Affiliated Hosp 1, Dept Otolaryngol, 58,Zhong Shan 2Nd Rd, Guangzhou 510000, Guangdong, Peoples R China
Sun Yat Sen Univ, Otorhinolaryngol Inst, Guangzhou, Guangdong, Peoples R ChinaSun Yat Sen Univ, Affiliated Hosp 1, Dept Otolaryngol, 58,Zhong Shan 2Nd Rd, Guangzhou 510000, Guangdong, Peoples R China
Wu, Shumei
Liu, Wanquan
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Sun Yat Sen Univ, Sch Intelligent Engn, Shenzhen Campus, Shenzhen 518107, Peoples R ChinaSun Yat Sen Univ, Affiliated Hosp 1, Dept Otolaryngol, 58,Zhong Shan 2Nd Rd, Guangzhou 510000, Guangdong, Peoples R China
Liu, Wanquan
Lei, Wenbin
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机构:
Sun Yat Sen Univ, Affiliated Hosp 1, Dept Otolaryngol, 58,Zhong Shan 2Nd Rd, Guangzhou 510000, Guangdong, Peoples R China
Sun Yat Sen Univ, Otorhinolaryngol Inst, Guangzhou, Guangdong, Peoples R ChinaSun Yat Sen Univ, Affiliated Hosp 1, Dept Otolaryngol, 58,Zhong Shan 2Nd Rd, Guangzhou 510000, Guangdong, Peoples R China
Lei, Wenbin
Wen, Weiping
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Sun Yat Sen Univ, Affiliated Hosp 1, Dept Otolaryngol, 58,Zhong Shan 2Nd Rd, Guangzhou 510000, Guangdong, Peoples R China
Sun Yat Sen Univ, Otorhinolaryngol Inst, Guangzhou, Guangdong, Peoples R ChinaSun Yat Sen Univ, Affiliated Hosp 1, Dept Otolaryngol, 58,Zhong Shan 2Nd Rd, Guangzhou 510000, Guangdong, Peoples R China
Wen, Weiping
Wen, Yihui
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机构:
Sun Yat Sen Univ, Affiliated Hosp 1, Dept Otolaryngol, 58,Zhong Shan 2Nd Rd, Guangzhou 510000, Guangdong, Peoples R China
Sun Yat Sen Univ, Otorhinolaryngol Inst, Guangzhou, Guangdong, Peoples R ChinaSun Yat Sen Univ, Affiliated Hosp 1, Dept Otolaryngol, 58,Zhong Shan 2Nd Rd, Guangzhou 510000, Guangdong, Peoples R China