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Artificial Intelligence August 2024

Transformer-Based Deep Learning Prediction of 10-Degree Humphrey Visual Field Tests From 24-Degree Data

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Min Shi; Anagha Lokhande; Yu Tian; Yan Luo; Mohammad Eslami; Saber Kazeminasab; Tobias Elze; Lucy Q. Shen; Louis R. Pasquale; Sarah R. Wellik; Carlos Gustavo De Moraes; Jonathan S. Myers; Nazlee Zebardast; David S. Friedman; Michael V. Boland; Mengyu Wang
TAGS: datasets, deep learning, glaucoma, humphrey visual field plot, eye
Trans. Vis. Sci. Tech.. 2024; 13(8):11. https://doi.org/10.1167/tvst.13.8.11

ARVO Annual Meeting Abstract June 2024

Perimetric testing patterns focusing on the central visual field region can be more sensitive to glaucomatous progression than more peripheral patterns

Yujia Wang; Iván Marin-Franch; Carlos Gustavo De Moraes; Ari Leshno; Aakriti Garg Shukla; Jeffrey M Liebmann; George A. Cioffi; Donald Hood; Emmanouil Tsamis

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):4800.

ARVO Annual Meeting Abstract June 2024

Dual-Level Pattern Tree for Visual Field Characterization in Glaucoma Improves Predicting Progression and Polygenic Risk Score

Luo Song; Lucy Q Shen; Louis R Pasquale; Michael V Boland; Sarah Wellik; Carlos Gustavo De Moraes; Jonathan S. Myers; Tobias Elze; Nazlee Zebardast; David S Friedman; Jae H Kang; Mengyu Wang

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):6477.

ARVO Annual Meeting Abstract June 2024

Binocular Visual Field Loss Patterns in Glaucoma and Their Associations with Demographic Groups

Jinghan Wang; Luo Song; Lucy Q Shen; Louis R Pasquale; Michael V Boland; Sarah Wellik; Carlos Gustavo De Moraes; Jonathan S. Myers; Tobias Elze; Nazlee Zebardast; David S Friedman; Mengyu Wang

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):4807.

ARVO Annual Meeting Abstract June 2024

A combination of OCT metrics can detect glaucoma progression sooner than a VF benchmark criterion

Emmanouil (Manos) Tsamis; Yujia Wang; Ari Leshno; Carlos Gustavo De Moraes; Aakriti Garg Shukla; George A Cioffi; Jeffrey M Liebmann; Donald C Hood

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):2537.

ARVO Annual Meeting Abstract June 2024

Deep Learning Prediction of Glaucoma Progression using Multimodal Transformers and Longitudinal Clinical Data

Justin Huynh; Ruben Cesar Gonzalez; Evan Walker; Benton Gabriel Chuter; Alireza Kamalipour; Christopher Bowd; Akram Belghith; Michael Henry Goldbaum; Massimo Antonio Fazio; Christopher A Girkin; Carlos Gustavo De Moraes; Jeffrey M Liebmann; Robert Weinreb; Sally Liu Baxter; Linda M Zangwill; Mark Christopher

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):1623.

Glaucoma January 2024

Detecting Established Glaucoma Using OCT Alone: Utilizing an OCT Reading Center in a Real-World Clinical Setting

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Ari Leshno; Emmanouil Tsamis; Sitara Hirji; Gabriel A. Gomide; Noga Harizman; Carlos Gustavo De Moraes; Aakriti Garg Shukla; George A. Cioffi; Donald C. Hood; Jeffrey M. Liebmann
TAGS: diagnostic imaging, glaucoma, reading (activity), eye
Trans. Vis. Sci. Tech.. 2024; 13(1):4. https://doi.org/10.1167/tvst.13.1.4

Perspective December 2023

A Model of Progression to Help Identify Macular Damage Due to Glaucoma

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Donald C. Hood; Sol La Bruna; Ari Leshno; Gabriel A. Gomide; Mi Jeung Kim; George A. Cioffi; Jeffrey M. Liebmann; Carlos Gustavo De Moraes; Emmanouil Tsamis
TAGS: glaucoma
Invest. Ophthalmol. Vis. Sci.. 2023; 64(15):8. https://doi.org/10.1167/iovs.64.15.8

Includes: Supplemental Content

Glaucoma October 2023

Validating Trend-Based End Points for Neuroprotection Trials in Glaucoma

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Giovanni Montesano; David F. Garway-Heath; Alessandro Rabiolo; Carlos Gustavo De Moraes; Giovanni Ometto; David P. Crabb
TAGS: eye, glaucoma, neuroprotection, surrogate endpoints, trend, united states food and drug administration, retinopathy of prematurity
Trans. Vis. Sci. Tech.. 2023; 12(10):20. https://doi.org/10.1167/tvst.12.10.20

Includes: Supplemental Content

ARVO Annual Meeting Abstract June 2023

Explainable Deep Learning Prediction of 10-2 Visual Field from 24-2 Visual Field Using Transformer

Min Shi; Yu Tian; Yan Luo; Mohammad Eslami; Saber Kazeminasab Hashemabad; Tobias Elze; Lucy Q. Shen; Louis R Pasquale; Sarah R Wellik; C. Gustavo De Moraes; Jonathan S Myers; Michael V Boland; Mengyu Wang

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):3263.

ARVO Annual Meeting Abstract June 2023

An evaluation of OCT and visual field measures as endpoints of glaucoma progression

Emmanouil (Manos) Tsamis; C. Gustavo De Moraes; George A Cioffi; Jeffrey M Liebmann; Donald C Hood

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):4310.

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

Manhattan Vision Screening and Follow-up Study (NYC-SIGHT) Cluster-Randomized Clinical Trial: Subanalysis of Glaucoma Suspect Findings

Stefania C Maruri; Qing Wang; Ives Valenzuela; Noga Harizman; Prakash Gorroochurn; Desiree R. Henriquez; Daniel Diamond; Lisa Park; Jason D. Horowitz; James D. Auran; David S. Friedman; C. Gustavo De Moraes; George Cioffi; Jeffrey M Liebmann; Lisa A. Hark

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):126.

ARVO Annual Meeting Abstract June 2023

24-2 Visual Field Progression Rates Better Correlate with GCL than RNFL Rate of Change in Glaucoma

Xin Xin Xing; Ari Leshno; Emmanouil Tsamis; Aakriti Garg Shukla; Qing Wang; Noga Harizman; George A Cioffi; Sitara Hanif Hirji; C. Gustavo De Moraes; Jeffrey M Liebmann

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):2010.

ARVO Annual Meeting Abstract June 2023

Correlation of variation in airflow in the CAE chamber to patient inter-palpebral fissure height and blink rate

Ethan bensinger; C. Gustavo De Moraes; Mark B Abelson

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):3947.

ARVO Annual Meeting Abstract June 2023

Understanding progression of glaucomatous damage in the central macula.

Donald C Hood; Emmanouil Tsamis; Ari Leshno; Gabriel Gomide; Sol La Bruna; George Cioffi; Jeffrey M Liebmann; C. Gustavo De Moraes

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):4347.

ARVO Annual Meeting Abstract June 2023

Assessing the progression of glaucoma in the central macular region of ganglion cells using optical coherence tomography (OCT)

Gabriel Gomide; Emmanouil Tsamis; Anna Sun; Grace Mao; Sol La Bruna; Ari Leshno; George Cioffi; Jeffrey M Liebmann; C. Gustavo De Moraes; Donald C Hood

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):4312.

ARVO Annual Meeting Abstract June 2023

Focal OCT defects are predictors for future glaucoma progression in the same region

Ari Leshno; Xin Xin Xing; Emmanouil (Manos) Tsamis; Gabriel Gomide; Sol La Bruna; C. Gustavo De Moraes; George A Cioffi; Sitara Hanif Hirji; Donald C Hood; Jeffrey M Liebmann

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

Glaucoma March 2023

Progression of Early Glaucomatous Damage: Performance of Summary Statistics From Optical Coherence Tomography and Perimetry

PDF

Emmanouil Tsamis; Sol La Bruna; Anvit Rai; Ari Leshno; Jennifer Grossman; George Cioffi; Jeffrey M. Liebmann; Carlos Gustavo De Moraes; Donald C. Hood
TAGS: eye, glaucoma, optical coherence tomography, perimetry, specificity of diagnostic test, trend
Trans. Vis. Sci. Tech.. 2023; 12(3):19. https://doi.org/10.1167/tvst.12.3.19

Includes: Supplemental Content

Glaucoma July 2022

Test of a Retinal Nerve Fiber Bundle Trajectory Model Using Eyes With Glaucomatous Optic Neuropathy

PDF

Zane Zenon Zemborain; Emmanouil Tsamis; Sol La Bruna; Ari Leshno; Carlos Gustavo De Moraes; Donald Charles Hood
TAGS: eye, glaucoma, nerve fibers, optic nerve disorders, retinal nerve fiber layer
Trans. Vis. Sci. Tech.. 2022; 11(7):7. https://doi.org/10.1167/tvst.11.7.7

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Transformer-Based Deep Learning Prediction of 10-Degree Humphrey Visual Field Tests From 24-Degree Data

Perimetric testing patterns focusing on the central visual field region can be more sensitive to glaucomatous progression than more peripheral patterns

Dual-Level Pattern Tree for Visual Field Characterization in Glaucoma Improves Predicting Progression and Polygenic Risk Score

Binocular Visual Field Loss Patterns in Glaucoma and Their Associations with Demographic Groups

A combination of OCT metrics can detect glaucoma progression sooner than a VF benchmark criterion

Deep Learning Prediction of Glaucoma Progression using Multimodal Transformers and Longitudinal Clinical Data

Detecting Established Glaucoma Using OCT Alone: Utilizing an OCT Reading Center in a Real-World Clinical Setting

A Model of Progression to Help Identify Macular Damage Due to Glaucoma

Validating Trend-Based End Points for Neuroprotection Trials in Glaucoma

Explainable Deep Learning Prediction of 10-2 Visual Field from 24-2 Visual Field Using Transformer

An evaluation of OCT and visual field measures as endpoints of glaucoma progression

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

Manhattan Vision Screening and Follow-up Study (NYC-SIGHT) Cluster-Randomized Clinical Trial: Subanalysis of Glaucoma Suspect Findings

24-2 Visual Field Progression Rates Better Correlate with GCL than RNFL Rate of Change in Glaucoma

Correlation of variation in airflow in the CAE chamber to patient inter-palpebral fissure height and blink rate

Understanding progression of glaucomatous damage in the central macula.

Assessing the progression of glaucoma in the central macular region of ganglion cells using optical coherence tomography (OCT)

Focal OCT defects are predictors for future glaucoma progression in the same region

Progression of Early Glaucomatous Damage: Performance of Summary Statistics From Optical Coherence Tomography and Perimetry

Test of a Retinal Nerve Fiber Bundle Trajectory Model Using Eyes With Glaucomatous Optic Neuropathy

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