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ARVO Imaging in the Eye Conference Abstract July 2020

Racial differences in detection of glaucoma using retinal nerve fiber layer thickness and neuroretinal minimum rim width

Adeleh Yarmohammadi; Sasan Moghimi; Linda Zangwill; Huiyuan Hou; James Proudfoot; Christopher Bowd; Fazio Massimo; Haft Michael; De Moraes Gustavo Carlos; Christopher Girkin; Jeffrey M Leibmann; Robert N Weinreb

Invest. Ophthalmol. Vis. Sci.. 2020; 61(9):PB0078. doi:

ARVO Imaging in the Eye Conference Abstract July 2020

Agreement between structural and functional tests for detecting central glaucomatous defects

Tutul Chakravarti; Mohamad Moghadam; Won Hyuk OH; Christopher Bowd; James Proudfoot; Robert N Weinreb; Linda Zangwill

Invest. Ophthalmol. Vis. Sci.. 2020; 61(9):PB0098. doi:

ARVO Imaging in the Eye Conference Abstract July 2020

Bruch’s membrane opening detection in healthy and glaucoma eyes with and without high myopia in an American and Korean population

Jasmin Rezapour; James Proudfoot; Christopher Bowd; Mark Christopher; Akram Belghith; Suzanne M. Vega; Keri Dirkes; Min Hee Suh; Robert N Weinreb; Linda Zangwill

Invest. Ophthalmol. Vis. Sci.. 2020; 61(9):PB00117. 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

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

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

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

Articles March 2020

Objective Quantification of Spontaneous Retinal Venous Pulsations Using a Novel Tablet-Based Ophthalmoscope

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Sahar Shariflou; Ashish Agar; Kathryn Rose; Christopher Bowd; S. Mojtaba Golzan
TAGS: glaucoma, ophthalmoscopes, tablet dosage form
Trans. Vis. Sci. Tech.. 2020; 9(4):19. doi: https://doi.org/10.1167/tvst.9.4.19

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. 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

Association of superficial and deep macula vessel density with past visual field progression in glaucoma

Sasan Moghimi; Linda M Zangwill; Huiyuan Hou; James Proudfoot; Rafaella Penteado; Haksu Kyung; michael Haft; Andrew Li; Elham Ghahari; Christopher Bowd; Robert N Weinreb

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):3038. doi:

ARVO Annual Meeting Abstract July 2019

Progressive Ganglion Cell Complex Thickness and Vessel Density Loss in Healthy, Pre-perimetric Glaucoma and Primary Open Angle Glaucoma Eyes

Huiyuan Hou; Sasan Moghimi; Linda M Zangwill; James Proudfoot; Rafaella Penteado; Elham Ghahari; Haksu Kyung; Christopher Bowd; Andrew Li; Jason Han Lee; Diya Yang; Robert N Weinreb

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):3281. doi:

ARVO Annual Meeting Abstract July 2019

Reduced Retinal Microvasculature with Increasing Axial Length and Older Age in Healthy Myopic and Non-Myopic Eyes

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

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):4529. doi:

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Racial differences in detection of glaucoma using retinal nerve fiber layer thickness and neuroretinal minimum rim width

Agreement between structural and functional tests for detecting central glaucomatous defects

Bruch’s membrane opening detection in healthy and glaucoma eyes with and without high myopia in an American and Korean population

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

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

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

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

Objective Quantification of Spontaneous Retinal Venous Pulsations Using a Novel Tablet-Based Ophthalmoscope

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.

Association of superficial and deep macula vessel density with past visual field progression in glaucoma

Progressive Ganglion Cell Complex Thickness and Vessel Density Loss in Healthy, Pre-perimetric Glaucoma and Primary Open Angle Glaucoma Eyes

Reduced Retinal Microvasculature with Increasing Axial Length and Older Age in Healthy Myopic and Non-Myopic Eyes

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