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ARVO Annual Meeting Abstract June 2020

Intraocular Pressure and Rates of Visual Field Progression in The African Descent and Glaucoma Evaluation Study (ADAGES)

Bruna Melchior Silva; C Gustavo De Moraes; Jayter Silva Paula; George A Cioffi; Christopher A Girkin; Massimo A Fazio; James Alexander Proudfoot; Robert N Weinreb; Linda M Zangwill; Jeffrey M Liebmann

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):4259. doi:

ARVO Annual Meeting Abstract June 2020

Overexpression of AKAP1 protects retinal ganglion cells by modulating mitochondrial activity against oxidative stress

Wonkyu Ju; Genea Edwards; Guy A Perkins; Keunyoung Kim; Robert N Weinreb; Linda M Zangwill; Stefan Strack

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):658. doi:

ARVO Annual Meeting Abstract June 2020

Deep Learning Models Based on Unsegmented OCT RNFL Circle Scans Provide Accurate Detection of Glaucoma and High Resolution Prediction of Visual Field Damage

Mark Christopher; James Alexander Proudfoot; Christopher Bowd; Akram Belghith; Michael Henry Goldbaum; Jasmin Rezapour; Sasan Moghimi; Robert N Weinreb; Massimo Antonio Fazio; Christopher A Girkin; Carlos Gustavo De Moraes; Jeffrey M Liebmann; Linda M Zangwill

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):1439. doi:

ARVO Annual Meeting Abstract June 2020

Kalman Filtering Based Machine Learning to Predict Future Mean Deviation Values for Patients with Glaucoma -- Enhancing Existing Models Using Data from Optical Coherence Tomography. A Study Using Data from ADAGES and DIGS.

Mohammad Zhalechian; Mark P Van Oyen; Mariel S Lavieri; Carlos Gustavo De Moraes; Christopher A Girkin; Massimo Antonio Fazio; Robert N Weinreb; Christopher Bowd; Jeffrey M Liebmann; Linda M Zangwill; Chris A Andrews; Joshua D Stein

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):1986. doi:

ARVO Annual Meeting Abstract June 2020

Deep Learning Models Predict Age, Sex and Race from OCT Optic Nerve Head Circle Scans

LeAnn Mendoza; Mark Christopher; Akram Belghith; Christopher Bowd; Jasmin Rezapour; Massimo A Fazio; Michael Henry Goldbaum; Robert Weinreb; Christopher A Girkin; Jeffrey M Liebmann; C Gustavo De Moraes; Linda M Zangwill

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):2012. doi:

ARVO Annual Meeting Abstract June 2020

Progressive Optical Coherence Tomography Angiography Vessel Density Loss in Primary Open Angle Glaucoma

Huiyuan Hou; Sasan Moghimi; Linda M Zangwill; James Alexander Proudfoot; Rafaella Penteado; Christopher Bowd; Eren Ekici; Robert N Weinreb

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):3533. doi:

ARVO Annual Meeting Abstract June 2020

False positives in retinal nerve fiber layer and minimum rim width in healthy subjects from spectral-domain optical coherence tomography

Nevin W. El-Nimri; Sasan Moghimi; Linda M Zangwill; Huiyuan Hou; James Alexander Proudfoot; Nicholas Giustiniano; Sara Moghimi; Rafaella Penteado; Robert N Weinreb

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):3929. doi:

ARVO Annual Meeting Abstract June 2020

Optic disc characteristics of glaucoma eyes with and without high myopia

Jasmin Rezapour; James Alexander Proudfoot; Jade Dohleman; Mark Christopher; Akram Belghith; Leslie Hyman; Jost Jonas; Christopher Bowd; Ruti Sella; Natalie A Afshari; Huiyuan Hou; Sasan Moghimi; Rafaella Penteado; Robert N Weinreb; Linda M Zangwill

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):3932. doi:

ARVO Annual Meeting Abstract June 2020

Agreement between 10-2 and 24-2C visual field tests for detecting glaucomatous central visual field defects

Tutul Chakravarti; Mohamad Moghadam; Christopher Bowd; James Alexander Proudfoot; Robert Weinreb; Linda M Zangwill

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):4048. doi:

ARVO Annual Meeting Abstract June 2020

Glance: A Visual Analytics Approach for Opening the Black Box to Explain Deep Learning Predictions of Glaucomatous Visual Field Damage from Optical Coherence Tomography Scans

Astrid van den Brandt; Mark Christopher; Jasmin Rezapour; Derek S. Welsbie; Andrew S. Camp; Sally L. Baxter; Jiun Do; Sasan Moghimi; Akram Belghith; Christopher Bowd; Michael Henry Goldbaum; Robert N Weinreb; Michel A. Westenberg; Chris CP Snijders; Linda M Zangwill

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):4527. doi:

ARVO Annual Meeting Abstract June 2020

Individualized deep learning auto-encoder (DL-AE)-based OCT deviation maps for improved glaucoma progression detection

Christopher Bowd; Akram Belghith; Mark Christopher; Michael Henry Goldbaum; Massimo Antonio Fazio; Christopher A Girkin; Jeffrey M Liebmann; C Gustavo De Moraes; Robert N Weinreb; Linda M Zangwill

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):4536. doi:

ARVO Annual Meeting Abstract June 2020

Capillary Density Measured by OCT Angiography in Glaucomatous Optic Disc Phenotypes

Eren Ekici; Sasan Moghimi; Linda M Zangwill; Huiyuan Hou; Rafaella Penteado; James Alexander Proudfoot; Christopher Bowd; Robert N Weinreb

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):4114. doi:

ARVO Annual Meeting Abstract June 2020

Patterns of Peripapillary Retinal Nerve Fiber Layer Thickness and Capillary Density Loss in Primary Open Angle Glaucoma

Sasan Moghimi; Huiyuan Hou; Linda M Zangwill; James Alexander Proudfoot; Eren Ekici; Rafaella Penteado; Christopher Bowd; Robert N Weinreb

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):4115. doi:

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

Glaucoma March 2020

Characteristics of Focal Gamma Zone Parapapillary Atrophy

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Hae Rang Kim; Robert N. Weinreb; Linda M. Zangwill; Min Hee Suh
TAGS: atrophy, eye, optic disk, fovea centralis
Invest. Ophthalmol. Vis. Sci.. 2020; 61(3):17. doi: https://doi.org/10.1167/iovs.61.3.17

Glaucoma October 2019

Racial Differences in the Association of Anterior Lamina Cribrosa Surface Depth and Glaucoma Severity in the African Descent and Glaucoma Evaluation Study (ADAGES)

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Christopher A. Girkin; Massimo A. Fazio; Christopher Bowd; Felipe A. Medeiros; Robert N. Weinreb; Jeffrey M. Liebmann; James Proudfoot; Linda M. Zangwill; Akram Belghith
TAGS: cribriform plate, glaucoma, racial differences, intraocular pressure
Invest. Ophthalmol. Vis. Sci.. 2019; 60(13):4496-4502. doi: https://doi.org/10.1167/iovs.19-26645

ARVO Annual Meeting Abstract July 2019

Agreement between Compass Fundus Automated Perimetry and Humphrey Field Analyzer measurements.

Elham Ghahari; Christopher Bowd; Linda M Zangwill; James Proudfoot; Rafaella Penteado; Huiyuan Hou; Robert N Weinreb

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):2478. doi:

ARVO Annual Meeting Abstract July 2019

Mixed Effects Models Indicate Several SNPs within the CNTNAP2 Gene Increase Rate of Glaucoma Related Visual Field Loss

Argus Athanas-Crannell; Mark Christopher; Yongwook Choi; Agnes Chan; Linda M Zangwill; Jeffrey M Liebmann; Christopher A Girkin; Robert M Feldman; Kent D Taylor; Jerome I Rotter; Harvey DuBiner; Radha Ayyagari; Nicholas Schork; Robert N Weinreb

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):1620. doi:

ARVO Annual Meeting Abstract July 2019

Age-Related Optic Nerve Head and Retinal Microvasculature Dropout Varies by Race

Mohamad Moghadam; Jason Han Lee; Robert N Weinreb; Rohith Voora; Christopher Bowd; James Alexander Proudfoot; Sasan Moghimi; Rafaella Penteado; Huiyuan Hou; Elham Ghahari; Patricia Manalastas; Mark Christopher; Akram Belghith; Linda M Zangwill

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):3066. doi:

ARVO Annual Meeting Abstract July 2019

Deep Learning Models Predict Visual Function from Macula Thickness Map

Mark Christopher; Akram Belghith; Christopher Bowd; Massimo Antonio Fazio; Michael Henry Goldbaum; Robert N Weinreb; Christopher A Girkin; Jeffrey M Liebmann; Linda M Zangwill

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):5600. doi:

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Intraocular Pressure and Rates of Visual Field Progression in The African Descent and Glaucoma Evaluation Study (ADAGES)

Overexpression of AKAP1 protects retinal ganglion cells by modulating mitochondrial activity against oxidative stress

Deep Learning Models Based on Unsegmented OCT RNFL Circle Scans Provide Accurate Detection of Glaucoma and High Resolution Prediction of Visual Field Damage

Kalman Filtering Based Machine Learning to Predict Future Mean Deviation Values for Patients with Glaucoma -- Enhancing Existing Models Using Data from Optical Coherence Tomography. A Study Using Data from ADAGES and DIGS.

Deep Learning Models Predict Age, Sex and Race from OCT Optic Nerve Head Circle Scans

Progressive Optical Coherence Tomography Angiography Vessel Density Loss in Primary Open Angle Glaucoma

False positives in retinal nerve fiber layer and minimum rim width in healthy subjects from spectral-domain optical coherence tomography

Optic disc characteristics of glaucoma eyes with and without high myopia

Agreement between 10-2 and 24-2C visual field tests for detecting glaucomatous central visual field defects

Glance: A Visual Analytics Approach for Opening the Black Box to Explain Deep Learning Predictions of Glaucomatous Visual Field Damage from Optical Coherence Tomography Scans

Individualized deep learning auto-encoder (DL-AE)-based OCT deviation maps for improved glaucoma progression detection

Capillary Density Measured by OCT Angiography in Glaucomatous Optic Disc Phenotypes

Patterns of Peripapillary Retinal Nerve Fiber Layer Thickness and Capillary Density Loss in Primary Open Angle Glaucoma

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

Characteristics of Focal Gamma Zone Parapapillary Atrophy

Racial Differences in the Association of Anterior Lamina Cribrosa Surface Depth and Glaucoma Severity in the African Descent and Glaucoma Evaluation Study (ADAGES)

Agreement between Compass Fundus Automated Perimetry and Humphrey Field Analyzer measurements.

Mixed Effects Models Indicate Several SNPs within the CNTNAP2 Gene Increase Rate of Glaucoma Related Visual Field Loss

Age-Related Optic Nerve Head and Retinal Microvasculature Dropout Varies by Race

Deep Learning Models Predict Visual Function from Macula Thickness Map

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