Predicting the Glaucomatous Central 10-Degree Visual Field From Optical Coherence Tomography Using Deep Learning and Tensor Regression.

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第一作者： Linchuan,Xu

第一单位： Graduate School of Information Science and Technology, The University of Tokyo, Tokyo, Japan.

作者： Linchuan,Xu ^[1] ; Ryo,Asaoka ^[2] ; Taichi,Kiwaki ^[1] ; Hiroshi,Murata ^[3] ; Yuri,Fujino ^[4] ; Masato,Matsuura ^[5] ; Yohei,Hashimoto ^[3] ; Shotaro,Asano ^[3] ; Atsuya,Miki ^[6] ; Kazuhiko,Mori ^[7] ; Yoko,Ikeda ^[8] ; Takashi,Kanamoto ^[9] ; Junkichi,Yamagami ^[10] ; Kenji,Inoue ^[11] ; Masaki,Tanito ^[12] ; Kenji,Yamanishi ^[1]

作者单位： Graduate School of Information Science and Technology, The University of Tokyo, Tokyo, Japan. ^[1] Department of Ophthalmology, The University of Tokyo, Tokyo, Japan; Department of Ophthalmology, Seirei Hamamatsu General Hospital, Shizuoka, Hamamatsu, Japan; Seirei Christopher University, Shizuoka, Hamamatsu, Japan. Electronic address: rasaoka-tky@umin.ac.jp. ^[2] Department of Ophthalmology, The University of Tokyo, Tokyo, Japan. ^[3] Department of Ophthalmology, The University of Tokyo, Tokyo, Japan; Department of Ophthalmology, Seirei Hamamatsu General Hospital, Shizuoka, Hamamatsu, Japan; Seirei Christopher University, Shizuoka, Hamamatsu, Japan; Department of Ophthalmology, School of Medicine, Kitasato University, Kanagawa, Japan. ^[4] Department of Ophthalmology, The University of Tokyo, Tokyo, Japan; Department of Ophthalmology, School of Medicine, Kitasato University, Kanagawa, Japan. ^[5] Department of Ophthalmology, Osaka University Graduate School of Medicine, Osaka, Japan. ^[6] Department of Ophthalmology, Kyoto Prefectural University of Medicine, Kyoto, Japan. ^[7] Department of Ophthalmology, Kyoto Prefectural University of Medicine, Kyoto, Japan; Oike-Ganka Ikeda Clinic, Kyoto, Japan. ^[8] Hiroshima Memorial Hospital, Hiroshima, Japan. ^[9] Department of Ophthalmology, JR General Hospital, Tokyo, Japan. ^[10] Inouye Eye Hospital, Tokyo, Japan. ^[11] Department of Ophthalmology, Shimane University Faculty of Medicine, Shimane, Japan. ^[12]

主题词成年人(Adult);老年人(Aged);轴长度, 眼(Axial Length, Eye);横断面研究(Cross-Sectional Studies);女(雌)性(Female);青光眼, 开角型(Glaucoma, Open-Angle);前房角镜检查(Gonioscopy);人类(Humans);眼内压(Intraocular Pressure);男(雄)性(Male);中年人(Middle Aged);视神经疾病(Optic Nerve Diseases);回顾性研究(Retrospective Studies);敏感性与特异性(Sensitivity and Specificity);体层摄影术, 光学相干(Tomography, Optical Coherence);视觉障碍(Vision Disorders);视敏度(Visual Acuity);视野测试(Visual Field Tests);视野(Visual Fields)

DOI 10.1016/j.ajo.2020.04.037

PMID 32387432

发布时间 2020-11-20

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American journal of ophthalmology

2020年218卷

304-313页

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Predicting the Glaucomatous Central 10-Degree Visual Field From Optical Coherence Tomography Using Deep Learning and Tensor Regression.

American journal of ophthalmology

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Predicting the Glaucomatous Central 10-Degree Visual Field From Optical Coherence Tomography Using Deep Learning and Tensor Regression.

American journal of ophthalmology

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American journal of ophthalmology

相关期刊

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