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J-GLOBAL ID：202102265439074504   Reference number：21A0575700

Automated Detection and Segmentation of Early Gastric Cancer from Endoscopic Images Using Mask R-CNN

マスクR-CNNを用いた内視鏡画像からの早期胃癌の自動検出とセグメンテーション【JST・京大機械翻訳】

Author (6)： Shibata Tomoyuki (School of Medicine, Fujita Health University, Toyoake, Aichi 470-1192, Japan) ,  Teramoto Atsushi (Graduate School of Health Sciences, Fujita Health University, Toyoake, Aichi 470-1192, Japan) ,  Yamada Hyuga (School of Medicine, Fujita Health University, Toyoake, Aichi 470-1192, Japan) ,  Ohmiya Naoki (School of Medicine, Fujita Health University, Toyoake, Aichi 470-1192, Japan) ,  Saito Kuniaki (Graduate School of Health Sciences, Fujita Health University, Toyoake, Aichi 470-1192, Japan) ,  Fujita Hiroshi (Faculty of Engineering, Gifu University, Gifu, Gifu 501-1194, Japan)
Material： Applied Sciences (Web)
Volume： 10  Issue： 11  Page： 3842  Publication year： 2020 
JST Material Number： U7135A  ISSN： 2076-3417  Document type： Article
Article type： 原著論文  Country of issue： Switzerland (CHE)  Language： ENGLISH (EN)

Abstract/Point： Gastrointestinal endoscopy is ...

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Thesaurus term： *segmentation ,  immersional wetting ,  decomposition method ,  *stomach tumor ,  endoscopy ,  performance evaluation
Semi thesaurus term： 胃腸内視鏡 ,  胃腸内視鏡検査 ,  自動検出 ,  *早期胃癌 ,  誤検出 ,  *内視鏡画像 , 【Automatic Indexing@JST】

Author keywords (5)： deep learning ,  gastric cancer ,  endoscopy ,  segmentation ,  mask R-CNN

JST classification (2)： Diagnosis of tumors(=neoplasms)  (GE03020J) ,  Tumors(=neoplasms)of digestive system  (GH04000D)

Reference (27)：

• Fitzmaurice, C.; Akinyemiju, T.F.; Al Lami, F.H.; Alam, T.; Alizadeh-Navaei, R.; Allen, C.; Alsharif, U.; Alvis-Guzman, N.; Amini, E.; Anderson, B.O.; et al. Global, regional, and national cancer incidence, mortality, years of life lost, years lived with disability, and disability-adjusted life-years for 29 cancer groups, 1990 to 2016: A systematic analysis for the global burden of disease study global burden of disease cancer collaboration. JAMA Oncol. 2018, 4, 1553-1568.
• Karger Publishers. GLOBOCAN 2012: Estimated Cancer Incidence, Mortality, and Prevalence Worldwide in 2012. Available online: http://globocan.iarc.fr/Pages/fact_sheets_cancer.aspx (accessed on 30 April 2020).
• Kegler, S.R.; Baldwin, G.T.; Rudd, R.A.; Ballesteros, M.F. Increases in United States life expectancy through reductions in injury-related death. Popul. Health Metr. 2017, 15, 32.
• Tashiro, A.; Sano, M.; Kinameri, K.; Fujita, K.; Takeuchi, Y. Comparing mass screening techniques for gastric cancer in Japan. World J. Gastroenterol. 2006, 12, 4873-4874.
• Toyoizumi, H.; Kaise, M.; Arakawa, H.; Yonezawa, J.; Yoshida, Y.; Kato, M.; Yoshimura, N.; Goda, K.; Tajiri, H. Ultrathin endoscopy versus high-resolution endoscopy for diagnosing superficial gastric neoplasia. Gastrointest. Endosc. 2009, 70, 240-245.

Terms in the title (6)： マスク ,  CNN ,  内視鏡画像 ,  早期胃癌 ,  自動検出 ,  セグメンテーション