Application of artificial intelligence in the endoscopic diagnosis of early gastric cancer, atrophic gastritis, and Helicobacter pylori infection
被引:7
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作者:
Luo, Qi
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机构:
Sichuan Univ, West China Hosp, Dept Gastroenterol, Chengdu, Sichuan, Peoples R ChinaSichuan Univ, West China Hosp, Dept Gastroenterol, Chengdu, Sichuan, Peoples R China
Luo, Qi
[1
]
Yang, Hang
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机构:
Sichuan Univ, West China Hosp, Dept Gastroenterol, Chengdu, Sichuan, Peoples R ChinaSichuan Univ, West China Hosp, Dept Gastroenterol, Chengdu, Sichuan, Peoples R China
Yang, Hang
[1
]
Hu, Bing
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机构:
Sichuan Univ, West China Hosp, Dept Gastroenterol, Chengdu, Sichuan, Peoples R China
Sichuan Univ, West China Hosp, Dept Gastroenterol, 37 Guo Xue Alley, Chengdu 610041, Sichuan, Peoples R ChinaSichuan Univ, West China Hosp, Dept Gastroenterol, Chengdu, Sichuan, Peoples R China
Hu, Bing
[1
,2
]
机构:
[1] Sichuan Univ, West China Hosp, Dept Gastroenterol, Chengdu, Sichuan, Peoples R China
[2] Sichuan Univ, West China Hosp, Dept Gastroenterol, 37 Guo Xue Alley, Chengdu 610041, Sichuan, Peoples R China
Gastric cancer (GC) is one of the most serious health problems worldwide. Chronic atrophic gastritis (CAG) is most commonly caused by Helicobacter pylori (H. pylori) infection. Currently, endoscopic detection of early gastric cancer (EGC) and CAG remains challenging for endoscopists, and the diagnostic accuracy of H. pylori infection by endoscopy is approximately 70%. Artificial intelligence (AI) can assist endoscopic diagnosis including detection, prediction of depth of invasion, boundary delineation, and anatomical location of EGC, and has achievable diagnostic ability even comparable to experienced endoscopists. In this review we summarized various AI-assisted systems in the diagnosis of EGC, CAG, and H. pylori infection.
机构:
Univ Calif Los Angeles, Sch Publ Hlth, Dept Epidemiol, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Sch Publ Hlth, Dept Epidemiol, Los Angeles, CA 90095 USA
Zhang, ZF
Kurtz, RC
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机构:
Univ Calif Los Angeles, Sch Publ Hlth, Dept Epidemiol, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Sch Publ Hlth, Dept Epidemiol, Los Angeles, CA 90095 USA
Kurtz, RC
Klimstra, DS
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机构:
Univ Calif Los Angeles, Sch Publ Hlth, Dept Epidemiol, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Sch Publ Hlth, Dept Epidemiol, Los Angeles, CA 90095 USA
Klimstra, DS
Yu, GP
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机构:
Univ Calif Los Angeles, Sch Publ Hlth, Dept Epidemiol, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Sch Publ Hlth, Dept Epidemiol, Los Angeles, CA 90095 USA
Yu, GP
Sun, M
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机构:
Univ Calif Los Angeles, Sch Publ Hlth, Dept Epidemiol, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Sch Publ Hlth, Dept Epidemiol, Los Angeles, CA 90095 USA
Sun, M
Harlap, S
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机构:
Univ Calif Los Angeles, Sch Publ Hlth, Dept Epidemiol, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Sch Publ Hlth, Dept Epidemiol, Los Angeles, CA 90095 USA
Harlap, S
Marshall, JR
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机构:
Univ Calif Los Angeles, Sch Publ Hlth, Dept Epidemiol, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Sch Publ Hlth, Dept Epidemiol, Los Angeles, CA 90095 USA
Marshall, JR
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