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ARVO Imaging in the Eye Conference Abstract June 2023

Deep Learning with Multimodal Data for Prediction of Glaucoma

Jimmy Chen; Rui Fan; Mark Christopher; Akram Belghith; Christopher Bowd; Michael Goldbaum; Massimo Fazio; Christopher Girkin; Gustavo De Moraes; Jeffrey Liebmann; Linda Zangwill

Invest. Ophthalmol. Vis. Sci.. 2023; 64(9):PB0016.

ARVO Annual Meeting Abstract June 2023

Dentate pattern of the outer plexiform layer (OPL)/Henle fiber layer (HFL) interface in Vogt-Koyanagi-Harada disease (VKHD): a longitudinal analysis of 66 eyes

Priscilla Nobrega; Ruy Felippe Brito Gonçalves Missaka; Fernanda Maria Silveira Souto; Marcelo Mendes Lavezzo; Viviane Mayumi Sakata; Cleide Guimaraes Machado; Mauro Goldbaum; Emmett Cunningham; Maria Kiyoko Oyamada; Carlos Hirata; Joyce H Yamamoto

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):4680.

ARVO Annual Meeting Abstract June 2023

Sensitivity of Ultra-Widefield Imaging in Detecting Retinal Tears

Andrew Lin; Fritz Gerald Paguiligan Kalaw; Nathan Scott; Shyamanga Borooah; Michael Henry Goldbaum; Eric Nudleman; William R Freeman; Christopher B Toomey

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):2080.

ARVO Annual Meeting Abstract June 2023

Transformer-based Deep Learning Approach Predicts Glaucoma Surgical Intervention from OCT

Mark Christopher; Ruben Gonzalez; Justin Huynh; Evan Walker; Bharanidharan Radha Saseendrakumar; Christopher Bowd; Akram Belghith; Michael Henry Goldbaum; Massimo Antonio Fazio; Christopher A Girkin; C. Gustavo De Moraes; Jeffrey M Liebmann; Robert N Weinreb; Sally Baxter; Linda M Zangwill

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):371.

ARVO Annual Meeting Abstract June 2023

Automated Measurement of RNFL Thickness from OCT Scans Using a Deep Learning Segmentation Free Approach

Benton Gabriel Chuter; Justin Huynh; Mark Christopher; Ruben Gonzalez; Evan Walker; Sally L. Baxter; Akram Belghith; Christopher Bowd; Michael Henry Goldbaum; Jeffrey M Liebmann; Massimo Antonio Fazio; Christopher A Girkin; Robert N Weinreb; Linda M Zangwill

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):359.

ARVO Annual Meeting Abstract June 2023

Multimodal Transformer Model to Detect Glaucoma from OCT and Retinal Nerve Fiber Layer (RNFL) Thickness

Justin Huynh; Ruben Gonzalez; Evan Walker; Benton Gabriel Chuter; Akram Belghith; Christopher Bowd; Michael Henry Goldbaum; Sally L. Baxter; Robert N Weinreb; Ali Tafreshi; Linda M Zangwill; Mark Christopher

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):362.

ARVO Annual Meeting Abstract June 2023

Predicting Surgical Interventions for Glaucoma with Clinically Available Data

Ruben Gonzalez; Justin Huynh; Evan Walker; Bharanidharan Radha Saseendrakumar; Christopher Bowd; Akram Belghith; Michael Henry Goldbaum; Massimo Antonio Fazio; Christopher A Girkin; Gustavo De Moraes; Jeffrey M Liebmann; Robert Weinreb; Sally L. Baxter; Linda M Zangwill; Mark Christopher

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):387.

ARVO Annual Meeting Abstract June 2022

RIPLs, an optical coherence tomography marker of occult cardiovascular disease

Samantha Madala; Fatemeh Adabifirouzjaei; Leonardo Lando; Adeleh Yarmohammadi; Christopher Long; Christine Bakhoum; Michael Goldbaum; David Sarraf; Anthony DeMaria; Mathieu Bakhoum

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):1755 – F0215.

ARVO Annual Meeting Abstract June 2022

Interim Safety Results in Two Phase 1/2 Open-label, Dose-escalation Clinical Trials of Subretinal Gene Therapy with AGTC-401 (rAAV2tYF-PR1.7-hCNGB3) and AGTC-402 (rAAV2tYF-PR1.7-hCNGA3) in Subjects with Achromatopsia (ACHM)

Alessandro Iannaccone; Mark E Pennesi; Paul Yang; Andreas Lauer; Robert Sisk; Ninel Z Gregori; Janet L Davis; Byron L Lam; Christine Nichols Kay; Mauro Goldbaum; Bright Senyo Ashimatey; Feng Zhu; Matthew Feinsod; Lejla Vajzovic

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):2829 – A0345.

ARVO Annual Meeting Abstract June 2022

18 Month Analysis of Macular Structure using Optical Coherence Tomography (OCT) from a Phase 1/2 Clinical Study of Subretinal Gene Therapy Drug AGTC-501 for X-Linked Retinitis Pigmentosa

Paul Yang; Andreas Lauer; Mark E Pennesi; David G Birch; Rand Spencer; Robert Sisk; Alessandro Iannaccone; Matthew Feinsod; Mauro Goldbaum

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):4399 – F0078.

ARVO Annual Meeting Abstract June 2022

Bacillary layer detachment in Vogt-Koyanagi-Harada disease: a biomarker with prognostic value

Ruy Felippe Missaka; Mauro Goldbaum; Cleide Guimarães Machado; Fernanda Maria Silveira Souto; Priscilla Figueiredo Nóbrega; Marcelo Mendes Lavezzo; Viviane Mayumi Sakata; Maria Kiyoko Oyamada; Carlos Eduardo Hirata; Joyce H Yamamoto

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):3361 – F0170.

ARVO Annual Meeting Abstract June 2022

Comparison of Deep Learning Glaucoma Detection Using Optic Nerve Head Fundus Photos and Optical Coherence Tomography

Mark Christopher; Christopher Bowd; Evan Walker; Akram Belghith; Michael Henry Goldbaum; Jasmin Rezapour; Massimo A. Fazio; Christopher A Girkin; Gustavo De Moraes; Jeffrey M Liebmann; Robert N Weinreb; Andrzej Grzybowski; Linda Zangwill

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):2035 – A0476.

ARVO Annual Meeting Abstract June 2022

Primary Open-Angle Glaucoma Detection with Vision Transformer: Improved Generalization Across Independent Fundus Photograph Datasets

Christopher Bowd; Rui Fan; Kamran Alipour; Mark Christopher; Nicole Brye; James A. Proudfoot; Michael Henry Goldbaum; Akram Belghith; Christopher A Girkin; Massimo A. Fazio; Jeffrey M Liebmann; Robert N Weinreb; Michael Pazzani; David Kriegman; Linda Zangwill

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):2295.

ARVO Annual Meeting Abstract June 2022

Use of a deep learning image quality model to evaluate impact of clinically relevant forms of degradation on the glaucoma gradability of fundus images

Benton Gabriel Chuter; Justin Huynh; Mark Christopher; Christopher Bowd; Rui Fan; Michael Henry Goldbaum; Akram Belghith; Christopher A Girkin; Massimo A. Fazio; Carlos G DeMoraes; Jeffrey M Liebmann; Robert N Weinreb; Linda M Zangwill

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):2043 – A0484.

ARVO Annual Meeting Abstract June 2022

Use of Generative Adversarial Network to Improve Glaucoma Gradability of Fundus Images

Justin Huynh; Benton Gabriel Chuter; Mark Christopher; Christopher Bowd; Rui Fan; Michael Henry Goldbaum; Akram Belghith; Christopher A Girkin; Massimo A. Fazio; Carlos G DeMoraes; Jeffrey M Liebmann; Robert N Weinreb; Linda Zangwill

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):2037 – A0478.

Articles July 2021

Individualized Glaucoma Change Detection Using Deep Learning Auto Encoder-Based Regions of Interest

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Christopher Bowd; Akram Belghith; Mark Christopher; Michael H. Goldbaum; Massimo A. Fazio; Christopher A. Girkin; Jeffrey M. Liebmann; Carlos Gustavo de Moraes; Robert N. Weinreb; Linda M. Zangwill
TAGS: eye, glaucoma, retinal nerve fiber layer, deep learning
Trans. Vis. Sci. Tech.. 2021; 10(8):19. https://doi.org/10.1167/tvst.10.8.19

ARVO Annual Meeting Abstract June 2021

Intraretinal cystoid spaces in acute Vogt–Koyanagi–Harada disease

Ruy Felippe Brito Gonçalves Missaka; Mauro Goldbaum; Cleide Guimarães Machado; Fernanda Maria Silveira Souto; Marcelo Mendes Lavezzo; Viviane Mayumi Sakata; Priscilla Figueiredo Campos Nóbrega; Maria Kiyoko Oyamada; Carlos Eduardo Hirata; Joyce H Yamamoto

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2500.

ARVO Annual Meeting Abstract June 2021

Deep Learning Predicts Demographic and Clinical Characteristics from Optic Nerve Head OCT Circle and Radial Scans

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

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2120.

ARVO Annual Meeting Abstract June 2021

The association between retinal vascular occlusions and cardiovascular disease subtypes

Samantha Madala; Christine Bakhoum; Michael Henry Goldbaum; Mathieu Bakhoum

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):3178.

ARVO Annual Meeting Abstract June 2021

Deep-learning enface image classifier analysis of optical coherence tomography angiography images improves classification of healthy and glaucoma eyes.

Christopher Bowd; Akram Belghith; Mark Christopher; Michael Henry Goldbaum; Rui Fan; Jasmin Rezapour; Sasan Moghimi; Alireza Kamalipour; Huiyuan Hou; Linda M Zangwill; Robert N Weinreb

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):1024.

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Deep Learning with Multimodal Data for Prediction of Glaucoma

Dentate pattern of the outer plexiform layer (OPL)/Henle fiber layer (HFL) interface in Vogt-Koyanagi-Harada disease (VKHD): a longitudinal analysis of 66 eyes

Sensitivity of Ultra-Widefield Imaging in Detecting Retinal Tears

Transformer-based Deep Learning Approach Predicts Glaucoma Surgical Intervention from OCT

Automated Measurement of RNFL Thickness from OCT Scans Using a Deep Learning Segmentation Free Approach

Multimodal Transformer Model to Detect Glaucoma from OCT and Retinal Nerve Fiber Layer (RNFL) Thickness

Predicting Surgical Interventions for Glaucoma with Clinically Available Data

RIPLs, an optical coherence tomography marker of occult cardiovascular disease

Interim Safety Results in Two Phase 1/2 Open-label, Dose-escalation Clinical Trials of Subretinal Gene Therapy with AGTC-401 (rAAV2tYF-PR1.7-hCNGB3) and AGTC-402 (rAAV2tYF-PR1.7-hCNGA3) in Subjects with Achromatopsia (ACHM)

18 Month Analysis of Macular Structure using Optical Coherence Tomography (OCT) from a Phase 1/2 Clinical Study of Subretinal Gene Therapy Drug AGTC-501 for X-Linked Retinitis Pigmentosa

Bacillary layer detachment in Vogt-Koyanagi-Harada disease: a biomarker with prognostic value

Comparison of Deep Learning Glaucoma Detection Using Optic Nerve Head Fundus Photos and Optical Coherence Tomography

Primary Open-Angle Glaucoma Detection with Vision Transformer: Improved Generalization Across Independent Fundus Photograph Datasets

Use of a deep learning image quality model to evaluate impact of clinically relevant forms of degradation on the glaucoma gradability of fundus images

Use of Generative Adversarial Network to Improve Glaucoma Gradability of Fundus Images

Individualized Glaucoma Change Detection Using Deep Learning Auto Encoder-Based Regions of Interest

Intraretinal cystoid spaces in acute Vogt–Koyanagi–Harada disease

Deep Learning Predicts Demographic and Clinical Characteristics from Optic Nerve Head OCT Circle and Radial Scans

The association between retinal vascular occlusions and cardiovascular disease subtypes

Deep-learning enface image classifier analysis of optical coherence tomography angiography images improves classification of healthy and glaucoma eyes.

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