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Special Issue April 2020

Effects of Study Population, Labeling and Training on Glaucoma Detection Using Deep Learning Algorithms

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Mark Christopher; Kenichi Nakahara; Christopher Bowd; James A. Proudfoot; Akram Belghith; Michael H. Goldbaum; Jasmin Rezapour; Robert N. Weinreb; Massimo A. Fazio; Christopher A. Girkin; Jeffrey M. Liebmann; Gustavo De Moraes; Hiroshi Murata; Kana Tokumo; Naoto Shibata; Yuri Fujino; Masato Matsuura; Yoshiaki Kiuchi; Masaki Tanito; Ryo Asaoka; Linda M. Zangwill
TAGS: datasets, deep learning, glaucoma, training, study population
Trans. Vis. Sci. Tech.. 2020; 9(2):27. doi: https://doi.org/10.1167/tvst.9.2.27

Includes: Supplemental Content

ARVO Annual Meeting Abstract July 2019

Measurements of hydroxylinoleate and hydroxyarachidonate isomers in serum from patients with primary open-angle glaucoma

Masaki Tanito; Aya Umeno; Sachiko Kaidzu; YASUYUKI TAKAI; Masanori Horie; Yasukazu Yoshida

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):5642. doi: https://doi.org/

ARVO Annual Meeting Abstract July 2019

Evaluation of oxidative stress profiles of the serum and aqueous humor in patients with open-angle glaucoma

YASUYUKI TAKAI; KAZUNOBU SUGIHARA; Sachiko Kaidzu; Masaki Tanito

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):5644. doi: https://doi.org/

ARVO Annual Meeting Abstract July 2019

Prospective evaluation of changes in extraocular motility and ocular deviation after Ahmed valve implantation

Katsunori Hara; Kumiko Konishi; Yukari Matsuzaki; Masaki Tanito

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):3759. doi: https://doi.org/

ARVO Annual Meeting Abstract July 2018

Interocular Comparisons of Aqueous Humor Cytokine Levels in Subjects with Clinically Unilateral Pseudoexfoliation Syndrome using Multiplex Cytokine Assay

YASUYUKI TAKAI; Sachiko Kaidzu; Masaki Tanito

Invest. Ophthalmol. Vis. Sci.. 2018; 59(9):3516. doi: https://doi.org/

ARVO Annual Meeting Abstract July 2018

Construction of a deep learning algorithm to automatically diagnose glaucoma using a fundus photograph.

Ryo Asaoka; Naoto Shibata; Hiroshi Murata; Masaki Tanito

Invest. Ophthalmol. Vis. Sci.. 2018; 59(9):3024. doi: https://doi.org/

ARVO Annual Meeting Abstract July 2018

Measurement of fingertip skin autofluorescence as a marker of advanced glycation endproducts accumulation in subjects with open angle glaucoma

Masaki Tanito; Jo Fujihara; Yoshifumi Ikeda; Etsuko Fujihara; Mikihiro Yamanaka; Yuko Gohto; Akira Obana

Invest. Ophthalmol. Vis. Sci.. 2018; 59(9):3506. doi: https://doi.org/

Glaucoma April 2018

Validating Variational Bayes Linear Regression Method With Multi-Central Datasets

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Hiroshi Murata; Linda M. Zangwill; Yuri Fujino; Masato Matsuura; Atsuya Miki; Kazunori Hirasawa; Masaki Tanito; Shiro Mizoue; Kazuhiko Mori; Katsuyoshi Suzuki; Takehiro Yamashita; Kenji Kashiwagi; Nobuyuki Shoji; Ryo Asaoka
TAGS: datasets, linear regression
Invest. Ophthalmol. Vis. Sci.. 2018; 59(5):1897-1904. doi: https://doi.org/10.1167/iovs.17-22907

ARVO Annual Meeting Abstract June 2017

Improved clustering and quantification of color information in images obtained by the 360-degree automatic gonioscopy

Masaki Tanito; Simone Pajaro; Andrea De Giusti

Invest. Ophthalmol. Vis. Sci.. 2017; 58(8):2073. doi: https://doi.org/

ARVO Annual Meeting Abstract June 2017

The usefulness of cluster-based trend analysis in assessing visual field progression in open-angle glaucoma

Shuichiro Aoki; Hiroshi Murata; Yuri Fujino; Masato Matsuura; Atsuya Miki; Masaki Tanito; Shiro Mizoue; Kazuhiko Mori; Katsuyoshi Suzuki; Takehiro Yamashita; Kenji Kashiwagi; Kazunori Hirasawa; Nobuyuki Shoji; Ryo Asaoka

Invest. Ophthalmol. Vis. Sci.. 2017; 58(8):2862. doi: https://doi.org/

ARVO Annual Meeting Abstract September 2016

Quantification of color information in images obtained by a novel 360-degree gonioscope

Masaki Tanito; Simone Pajaro; Andrea De Giusti

Invest. Ophthalmol. Vis. Sci.. 2016; 57(12):5118. doi: https://doi.org/

Glaucoma April 2016

Evaluation of Glaucoma Progression in Large-Scale Clinical Data: The Japanese Archive of Multicentral Databases in Glaucoma (JAMDIG)

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Yuri Fujino; Ryo Asaoka; Hiroshi Murata; Atsuya Miki; Masaki Tanito; Shiro Mizoue; Kazuhiko Mori; Katsuyoshi Suzuki; Takehiro Yamashita; Kenji Kashiwagi; Nobuyuki Shoji; on behalf of the Japanese Archive of Multicentral Databases in Glaucoma (JAMDIG) Construction Group
TAGS: glaucoma, intraocular pressure, japanese, maximum tolerated dose, eye, trabeculectomy
Invest. Ophthalmol. Vis. Sci.. 2016; 57(4):2012-2020. doi: https://doi.org/10.1167/iovs.15-19046

ARVO Annual Meeting Abstract June 2015

Assessment of intraorbital bleb formation and endplate positioning by using magnetic resonance imaging in eyes implanted with long tube glaucoma drainage devices

ICHIYA SANO; Masaki Tanito; Koji Uchida; Takashi Katsube; Hajime Kitagaki; Akihiro Ohira

Invest. Ophthalmol. Vis. Sci.. 2015; 56(7 ):930. doi: https://doi.org/

ARVO Annual Meeting Abstract June 2015

Retinal Light Damage Induced by Ultraviolet Light in Albino mice

Sachiko Kaidzu; Tsutomu Okuno; Masaki Tanito; Akihiro Ohira

Invest. Ophthalmol. Vis. Sci.. 2015; 56(7 ):5751. doi: https://doi.org/

ARVO Annual Meeting Abstract June 2015

Topical Dexamethasone γ-Cyclodextrin Nanoparticle Eye Drops increase Visual Acuity and decrease Macular Thickness in Diabetic Macular Edema

Akihiro Ohira; Katsunori Hara; Gauti Jóhannesson; Masaki Tanito; Gudrún Marta Ásgrímsdóttir; Sigrún H. Lund; Thorsteinn Loftsson; Einar Stefansson

Invest. Ophthalmol. Vis. Sci.. 2015; 56(7 ):2289. doi: https://doi.org/

ARVO Annual Meeting Abstract June 2015

Correlation between Systemic Oxidative Stresses and Intraocular Pressure Level

Masaki Tanito; Sachiko Kaidzu; Yasuyuki Takai; Akihiro Ohira

Invest. Ophthalmol. Vis. Sci.. 2015; 56(7 ):3669. doi: https://doi.org/

ARVO Annual Meeting Abstract June 2015

Interocular comparison of retinal vessel diameters and various glaucoma parameters in subjects with clinically unilateral pseudoexfoliation syndrome

YASUYUKI TAKAI; Masaki Tanito; Tetsuro Omura; Ryo Kawasaki; Yumiko Kawasaki; Akihiro Ohira

Invest. Ophthalmol. Vis. Sci.. 2015; 56(7 ):2746. doi: https://doi.org/

ARVO Annual Meeting Abstract April 2014

Discrimination of glaucomatous optic disc with different appearances by using optic disc morphology parameters - The Glaucoma Stereo Analysis Study (GSAS)

Masaki Tanito; Koji Nitta; Maki Katai; Yasushi Kitaoka; Yu Yokoyama; Kazuko Omodaka; Satoru Tsuda; Toshiaki Nakagawa; Toru Nakazawa; The Glaucoma Stereo Analysis Study Group

Invest. Ophthalmol. Vis. Sci.. 2014; 55(13):4779. doi: https://doi.org/

ARVO Annual Meeting Abstract April 2014

Role of Caveolin-1 in Intraocular Pressure and Conventional Outflow Regulation

Michael H Elliott; Xiaowu Gu; Nicole E Ashpole; Gina L. Griffith; Timothy M Boyce; Masaki Tanito; Ernst R Tamm; W Daniel Stamer

Invest. Ophthalmol. Vis. Sci.. 2014; 55(13):2888. doi: https://doi.org/

ARVO Annual Meeting Abstract June 2013

Optic disc morphology parameters in primary open angle glaucoma in Japanese using a stereo fundus camera - The Glaucoma Stereo Analysis Study (GSAS)

Yu Yokoyama; Masaki Tanito; Koji Nitta; Maki Katai; Yasushi Kitaoka; Kazuko Omodaka; Satoru Tsuda; Toshiaki Nakagawa; Toru Nakazawa; Glaucoma Stereo Analysis Study (GSAS)

Invest. Ophthalmol. Vis. Sci.. 2013; 54(15):4846. doi: https://doi.org/

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Effects of Study Population, Labeling and Training on Glaucoma Detection Using Deep Learning Algorithms

Measurements of hydroxylinoleate and hydroxyarachidonate isomers in serum from patients with primary open-angle glaucoma

Evaluation of oxidative stress profiles of the serum and aqueous humor in patients with open-angle glaucoma

Prospective evaluation of changes in extraocular motility and ocular deviation after Ahmed valve implantation

Interocular Comparisons of Aqueous Humor Cytokine Levels in Subjects with Clinically Unilateral Pseudoexfoliation Syndrome using Multiplex Cytokine Assay

Construction of a deep learning algorithm to automatically diagnose glaucoma using a fundus photograph.

Measurement of fingertip skin autofluorescence as a marker of advanced glycation endproducts accumulation in subjects with open angle glaucoma

Validating Variational Bayes Linear Regression Method With Multi-Central Datasets

Improved clustering and quantification of color information in images obtained by the 360-degree automatic gonioscopy

The usefulness of cluster-based trend analysis in assessing visual field progression in open-angle glaucoma

Quantification of color information in images obtained by a novel 360-degree gonioscope

Evaluation of Glaucoma Progression in Large-Scale Clinical Data: The Japanese Archive of Multicentral Databases in Glaucoma (JAMDIG)

Assessment of intraorbital bleb formation and endplate positioning by using magnetic resonance imaging in eyes implanted with long tube glaucoma drainage devices

Retinal Light Damage Induced by Ultraviolet Light in Albino mice

Topical Dexamethasone γ-Cyclodextrin Nanoparticle Eye Drops increase Visual Acuity and decrease Macular Thickness in Diabetic Macular Edema

Correlation between Systemic Oxidative Stresses and Intraocular Pressure Level

Interocular comparison of retinal vessel diameters and various glaucoma parameters in subjects with clinically unilateral pseudoexfoliation syndrome

Discrimination of glaucomatous optic disc with different appearances by using optic disc morphology parameters - The Glaucoma Stereo Analysis Study (GSAS)

Role of Caveolin-1 in Intraocular Pressure and Conventional Outflow Regulation

Optic disc morphology parameters in primary open angle glaucoma in Japanese using a stereo fundus camera - The Glaucoma Stereo Analysis Study (GSAS)

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