Cost savings in colonoscopy with artificial intelligence-aided polyp diagnosis: an add-on analysis of a clinical trial (with video)

被引:90
|
作者
Mori, Yuichi [1 ]
Kudo, Shin-ei [2 ]
East, James E. [3 ,4 ]
Rastogi, Amit [5 ]
Bretouer, Michael [1 ,6 ]
Misawa, Masashi [1 ]
Sekiguchi, Masau [7 ,8 ,9 ]
Matsuda, Takahisa [7 ,8 ,9 ]
Saito, Yutaka [9 ]
Ikematsu, Hiroaki [10 ]
Hotta, Kinichi [11 ]
Ohtsuka, Kazuo [12 ]
Kudo, Toyoki [1 ]
Mori, Kensaku [13 ]
机构
[1] Univ Oslo, Inst Hlth & Soc, Dept Hlth Management & Hlth Econ, Oslo, Norway
[2] Showa Univ, Digest Dis Ctr, Northern Yokohama Hosp, Yokohama, Kanagawa, Japan
[3] John Radcliffe Hosp, Translat Gastroenterol Unit, Oxford, England
[4] Univ Oxford, Oxford NIHR Biomed Res Ctr, Oxford, England
[5] Univ Kansas, Med Ctr, Div Gastroenterol, Kansas City, KS 66103 USA
[6] Oslo Univ Hosp, Dept Transplantat Med, Oslo, Norway
[7] Natl Canc Ctr, Canc Screening Ctr, Tokyo, Japan
[8] Natl Canc Ctr, Div Screening Technol, Ctr Publ Hlth Sci, Tokyo, Japan
[9] Natl Canc Ctr, Endoscopy Div, Tokyo, Japan
[10] Natl Canc Ctr Hosp East, Dept Gastroenterol & Endoscopy, Kashiwa, Chiba, Japan
[11] Shizuoka Canc Ctr, Div Endoscopy, Shizuoka, Japan
[12] Tokyo Med & Dent Univ, Dept Endoscopy, Tokyo, Japan
[13] Nagoya Univ, Grad Sch Informat, Nagoya, Aichi, Japan
基金
日本学术振兴会;
关键词
COLORECTAL LESIONS; OPTICAL BIOPSY; SYSTEM; CANCER; CLASSIFICATION; HISTOLOGY;
D O I
10.1016/j.gie.2020.03.3759
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
Background and Aims: Artificial intelligence (AI) is being implemented in colonoscopy practice, but no study has investigated whether AI is cost saving. We aimed to quantify the cost reduction using AI as an aid in the optical diagnosis of colorectal polyps. Methods: This study is an add-on analysis of a clinical trial that investigated the performance of AI for differentiating colorectal polyps (ie, neoplastic versus non-neoplastic). We included all patients with diminutive (<= 5 mm) rectosigmoid polyps in the analyses. The average colonoscopy cost was compared for 2 scenarios: (1) a diagnoseand-leave strategy supported by the AI prediction (ie, diminutive rectosigmoid polyps were not removed when predicted as non-neoplastic), and (2) a resect-all-polyps strategy. Gross annual costs for colonoscopies were also calculated based on the number and reimbursement of colonoscopies conducted under public health insurances in 4 countries. Results: Overall, 207 patients with 250 diminutive rectosigmoid polyps (104 neoplastic, 144 non-neoplastic, and 2 indeterminate) were included. AI correctly differentiated neoplastic polyps with 93.3% sensitivity, 95.2% specificity, and 95.2% negative predictive value. Thus, 105 polyps were removed and 145 were left under the diagnose-and-leave strategy, which was estimated to reduce the average colonoscopy cost and the gross annual reimbursement for colonoscopies by 18.9% and US$149.2 million in Japan, 6.9% and US$12.3 million in England, 7.6% and US$1.1 million in Norway, and 10.9% and US$85.2 million in the United States, respectively, compared with the resect-all-polyps strategy. Conclusions: The use of AI to enable the diagnose-and-leave strategy results in substantial cost reductions for colonoscopy.
引用
收藏
页码:905 / +
页数:8
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