Advancement of cataract classification with artificial intelligence using anterior segment optical coherence tomography images with self-supervised vision transformer.

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Title: Advancement of cataract classification with artificial intelligence using anterior segment optical coherence tomography images with self-supervised vision transformer.
Authors: Takinami S; Faculty of Medicine, Department of Ophthalmology, University of Tsukuba, 2-1-1 Amakubo, Tsukuba, Ibaraki, 305-0005, Japan.; Predictive Medicine Special Project, RIKEN Center for Integrative Medical Sciences, Tokyo, Japan., Ueno Y; Faculty of Medicine, Department of Ophthalmology, University of Tsukuba, 2-1-1 Amakubo, Tsukuba, Ibaraki, 305-0005, Japan., Mori H; Okaido Eye Clinic, Miyagi, Japan., Morita Y; Faculty of Medicine, Department of Ophthalmology, University of Tsukuba, 2-1-1 Amakubo, Tsukuba, Ibaraki, 305-0005, Japan., Seita J; Faculty of Medicine, Department of Ophthalmology, University of Tsukuba, 2-1-1 Amakubo, Tsukuba, Ibaraki, 305-0005, Japan.; Predictive Medicine Special Project, RIKEN Center for Integrative Medical Sciences, Tokyo, Japan.; Division of Applied Mathematical Science, RIKEN Center for Interdisciplinary Theoretical and Mathematical Sciences, Saitama, Japan., Oshika T; Faculty of Medicine, Department of Ophthalmology, University of Tsukuba, 2-1-1 Amakubo, Tsukuba, Ibaraki, 305-0005, Japan. oshika@eye.ac.
Source: Japanese journal of ophthalmology [Jpn J Ophthalmol] 2026 May; Vol. 70 (3), pp. 552-562. Date of Electronic Publication: 2026 Jan 28.
Publication Type: Journal Article
Journal Info: Publisher: Springer Tokyo Country of Publication: Japan NLM ID: 0044652 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1613-2246 (Electronic) Linking ISSN: 00215155 NLM ISO Abbreviation: Jpn J Ophthalmol Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Takinami+S%22">Takinami S</searchLink>; Faculty of Medicine, Department of Ophthalmology, University of Tsukuba, 2-1-1 Amakubo, Tsukuba, Ibaraki, 305-0005, Japan.; Predictive Medicine Special Project, RIKEN Center for Integrative Medical Sciences, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Ueno+Y%22">Ueno Y</searchLink>; Faculty of Medicine, Department of Ophthalmology, University of Tsukuba, 2-1-1 Amakubo, Tsukuba, Ibaraki, 305-0005, Japan.<br /><searchLink fieldCode="AU" term="%22Mori+H%22">Mori H</searchLink>; Okaido Eye Clinic, Miyagi, Japan.<br /><searchLink fieldCode="AU" term="%22Morita+Y%22">Morita Y</searchLink>; Faculty of Medicine, Department of Ophthalmology, University of Tsukuba, 2-1-1 Amakubo, Tsukuba, Ibaraki, 305-0005, Japan.<br /><searchLink fieldCode="AU" term="%22Seita+J%22">Seita J</searchLink>; Faculty of Medicine, Department of Ophthalmology, University of Tsukuba, 2-1-1 Amakubo, Tsukuba, Ibaraki, 305-0005, Japan.; Predictive Medicine Special Project, RIKEN Center for Integrative Medical Sciences, Tokyo, Japan.; Division of Applied Mathematical Science, RIKEN Center for Interdisciplinary Theoretical and Mathematical Sciences, Saitama, Japan.<br /><searchLink fieldCode="AU" term="%22Oshika+T%22">Oshika T</searchLink>; Faculty of Medicine, Department of Ophthalmology, University of Tsukuba, 2-1-1 Amakubo, Tsukuba, Ibaraki, 305-0005, Japan. oshika@eye.ac.
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  Data: <searchLink fieldCode="JN" term="%220044652%22">Japanese journal of ophthalmology</searchLink> [Jpn J Ophthalmol] 2026 May; Vol. 70 (3), pp. 552-562. <i>Date of Electronic Publication: </i>2026 Jan 28.
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        Value: 10.1007/s10384-025-01323-y
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      – TitleFull: Advancement of cataract classification with artificial intelligence using anterior segment optical coherence tomography images with self-supervised vision transformer.
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              Text: 2026 May
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