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Scandinavian Journal of Gastroenterology Volume 58, 2023 - Issue 6
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Original Articles

Using deep learning and explainable artificial intelligence to assess the severity of gastroesophageal reflux disease according to the Los Angeles Classification System

Zhenyang Gea Department of Gastroenterology, The First Affiliated Hospital of Dalian Medical University, Dalian, China;b Department of Digestive Endoscopy, Dalian Municipal Central Hospital, Dalian, China
,
Bowen Wangc Science and Technology, Graduate School of Information, Osaka University, Yamadaoka, Osaka, Japan
,
Jiuyang Changd Department of Cardiology, The First Affiliated Hospital of Dalian Medical University, Dalian, China;e Department of Cardiovascular Medicine, Graduate School of Medicine, Osaka University, Yamadaoka, Osaka, Japan
,
Zequn Yuf Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Dalian Medical University, Dalian, China
,
Zhenyuan Zhoug Information Management Department, Dalian Municipal Central Hospital, Dalian, China
,
Jing Zhangb Department of Digestive Endoscopy, Dalian Municipal Central Hospital, Dalian, ChinaCorrespondence[email protected]
&
Zhijun Duana Department of Gastroenterology, The First Affiliated Hospital of Dalian Medical University, Dalian, ChinaCorrespondence[email protected]
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Pages 596-604 | Received 13 Nov 2022, Accepted 23 Dec 2022, Published online: 09 Jan 2023

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Zhenyang Ge, Youjiang Fang, Jiuyang Chang, Zequn Yu, Yu Qiao, Jing Zhang, Xin Yang & Zhijun Duan. (2023) Using deep learning to assess the function of gastroesophageal flap valve according to the Hill classification system. Annals of Medicine 55:2.
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Articles from other publishers (5)

Bright Huo, Elisa Calabrese, Patricia Sylla, Sunjay Kumar, Romeo C. Ignacio, Rodolfo Oviedo, Imran Hassan, Bethany J. Slater, Andreas Kaiser, Danielle S. Walsh & Wesley Vosburg. (2024) The performance of artificial intelligence large language model-linked chatbots in surgical decision-making for gastroesophageal reflux disease. Surgical Endoscopy.
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Lijia Yao, Yanfang Lin, Xiaojian He, Gang Liu, Baoshan Wang, Wen Wang & Dongliang Li. (2024) Efficacy of Different Endoscopic Treatments for Gastroesophageal Reflux Disease: A Systematic Review and Network Meta-analysis. Journal of Gastrointestinal Surgery.
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Sudipta Roy, Debojyoti Pal & Tanushree Meena. (2023) Explainable artificial intelligence to increase transparency for revolutionizing healthcare ecosystem and the road ahead. Network Modeling Analysis in Health Informatics and Bioinformatics 13:1.
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Henriette S. Heinrich & Peter Bauerfeind. (2023) Die Rolle der artifiziellen Intelligenz in der Gastroenterologie – Already changing the game!Rôle de l’intelligence artificielle dans la gastroentérologie – Already changing the game !Il ruolo dell’intelligenza artificiale nella gastroenterologia - Already changing the game!. Schweizer Gastroenterologie 4:4, pages 147-152.
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Yunus Doğan & Serhat Bor. (2023) Computer-Based Intelligent Solutions for the Diagnosis of Gastroesophageal Reflux Disease Phenotypes and Chicago Classification 3.0. Healthcare 11:12, pages 1790.
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