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J-GLOBAL ID：202302220486101395   Reference number：23A1624616

A Deep Learning Approach to Analyzing Smartphone-Captured Tear Film Images

スマートフォンで捉えた涙液層画像を分析する深層学習手法

Author (3)： OKAZAKI Yoshiro (Waseda Univ.) ,  IWABUCHI Mamoru (Waseda Univ.) ,  OKAZAKI Hiromichi (Techne Design)
Material： システム制御情報学会研究発表講演会講演論文集(CD-ROM)  (Proceedings of the Annual Conference of the Institute of Systems, Control and Information Engineers (CD-ROM))
Volume： 67th  Page： ROMBUNNO.126-2  Publication year： 2023 
JST Material Number： X0014B  Document type： Proceedings
Article type： 原著論文  Country of issue： Japan (JPN)  Language： ENGLISH (EN)

Thesaurus term： Smartphone ,...
Semi thesaurus term： image extraction ,...

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JST classification (1)： Medical image processing  (JE04020T)

Reference (7)：

• Tsubota K, Yokoi N, Shimazaki J, Watanabe H, Dogru M, Yamada M, Kinoshita S, Kim H-M, Tchah H-W, Hyon JY, Yoon K-C, Seo KY, Sun X, Chen W, Liang L, Li M, Liu Z, Asia Dry Eye Society: New perspectives on dry eye definition and diagnosis: a consensus report by the Asia Dry Eye Society. Ocul Surf. 15(1), 65-76, 2017.
• Kowa Company, Ltd.: DR-1α^TM, Dry Eye Monitor. <https://www.info.pmda.go.jp/downfiles/md/PDF/270072/270072_227ABBZX00024000_A_01_05.pdf> [accessed on March 15, 2023]
• Johnson & Johnson Vision Care, Inc.: LipiView^TM II Ocular Surface Interferometer. <https://www.jnjvisionpro.ca/products/lipiview-interferometer> [accessed on March 15, 2023]
• EASYTEAR view. <https://www.easytear.it/en/easytear-view-plus/> [accessed on March 15, 2023]
• Yokoi, N., Yamada, H., Mizukusa, Y., Bron, AJ., Tiffany, J M., Kato, T., Kinoshita, S.: Rheology of Tear Film Lipid Layer Spread in Normal and Aqueous Tear-Deficient Dry Eyes; IVOS, 49(12), 5319-5324, 2008.

Terms in the title (5)： スマートフォン ,  涙液層 ,  分析 ,  深層学習 ,  手法