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Meeting Abstract (174)
Journal Articles (47)

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Investigative Ophthalmology & Visual Science (208)
Translational Vision Science & Technology (12)
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ARVO Annual Meeting Abstract (160)
Glaucoma (21)
ARVO Imaging in the Eye Conference Abstract (14)
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optical coherence tomography (30)
eye (29)
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retinal nerve fiber layer (12)
optic disk (10)
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diagnostic imaging (7)
intraocular pressure (6)
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ARVO Annual Meeting Abstract June 2025

Evaluating OCT Image Quality Using ChatGPT: A Novel Approach to Artifact Detection and Grading

Wei-Chun Lin; Ashkan Abbasi; Sowjanya Gowrisankaran; Xubo Song; Bhavna Josephine Antony; Gadi Wollstein; Joel S Schuman; Hiroshi Ishikawa

Invest. Ophthalmol. Vis. Sci.. 2025; 66(8):556.

ARVO Annual Meeting Abstract June 2025

Should We Use Actual or Smoothed Visual Field Data in Deep Learning Model Training and Testing?

Ashkan Abbasi; Sowjanya Gowrisankaran; Wei-Chun Lin; Xubo Song; Bhavna Josephine Antony; Gadi Wollstein; Joel S Schuman; Hiroshi Ishikawa

Invest. Ophthalmol. Vis. Sci.. 2025; 66(8):394.

ARVO Annual Meeting Abstract June 2025

Denoising Diffusion Models Improve Visibility of Structures in Low Signal Strength OCT Volumes

Bhavna Josephine Antony; Ashkan Abbasi; Xubo Song; Gadi Wollstein; Joel S Schuman; Hiroshi Ishikawa

Invest. Ophthalmol. Vis. Sci.. 2025; 66(8):5400.

ARVO Annual Meeting Abstract June 2025

Determining glaucoma progression phenotypes using longitudinal 2D structural and functional data

Sowjanya Gowrisankaran; Ashkan Abbasi; Wei-Chun Lin; Xubo Song; Bhavna Josephine Antony; Gadi Wollstein; Joel S Schuman; Hiroshi Ishikawa

Invest. Ophthalmol. Vis. Sci.. 2025; 66(8):408.

ARVO Annual Meeting Abstract June 2025

A Novel Deep Learning Model for Automated Lamina Cribrosa Pore Segmentation

Allison Toyos; Wei-Chun Lin; Gabriela Schwantes; Jin Ming Lin; Palaiologos Alexopoulos; Anse Vellappally; Leon Kamen; Arturo Osvaldo Barron Arrambide; Arthur Fernandes; Armando Burgos-Rodriguez; Hiroshi Ishikawa; Joel S Schuman; John Danias; Gadi Wollstein

Invest. Ophthalmol. Vis. Sci.. 2025; 66(8):601.

Glaucoma May 2025

Normative Variability in Retinal Nerve Fiber Layer Thickness: Does It Matter Where the Peaks Are?

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Sowjanya Gowrisankaran; Ashkan Abbasi; Xubo Song; Joel S. Schuman; Gadi Wollstein; Bhavna J. Antony; Hiroshi Ishikawa
TAGS: glaucoma, optic disk, retinal nerve fiber layer, retinal vessels
Trans. Vis. Sci. Tech.. 2025; 14(5):13. https://doi.org/10.1167/tvst.14.5.13

Review January 2025

Artificial Intelligence for Optical Coherence Tomography in Glaucoma

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Mak B. Djulbegovic; Henry Bair; David J. Taylor Gonzalez; Hiroshi Ishikawa; Gadi Wollstein; Joel S. Schuman
TAGS: glaucoma, optical coherence tomography, artificial intelligence
Trans. Vis. Sci. Tech.. 2025; 14(1):27. https://doi.org/10.1167/tvst.14.1.27

Artificial Intelligence August 2024

High Prevalence of Artifacts in Optical Coherence Tomography With Adequate Signal Strength

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Wei-Chun Lin; Aaron S. Coyner; Charles E. Amankwa; Abigail Lucero; Gadi Wollstein; Joel S. Schuman; Hiroshi Ishikawa
TAGS: artifacts, optical coherence tomography, prevalence, image quality
Trans. Vis. Sci. Tech.. 2024; 13(8):43. https://doi.org/10.1167/tvst.13.8.43

ARVO Annual Meeting Abstract June 2024

Automated motion artifact detection in en face OCT images using deep learning algorithm

Papis Wongchaisuwat; Ashkan Abbasi; Sowjanya Gowrisankaran; Bhavna Josephine Antony; Xubo Song; Gadi Wollstein; Joel S Schuman; Hiroshi Ishikawa

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):2381.

ARVO Annual Meeting Abstract June 2024

A Unified Framework for Visual Field Test Estimation and Forecasting using Convolution and Attention Networks

Ashkan Abbasi; Sowjanya Gowrisankaran; Bhavna Josephine Antony; Xubo Song; Gadi Wollstein; Joel S Schuman; Hiroshi Ishikawa

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):2361.

ARVO Annual Meeting Abstract June 2024

Enhancing Amblyopia Identification Using NLP: A Study of BioClinical BERT and Flan-T5 Models

Wei-Chun Lin; Caleb Reznick; Leah Reznick; Abigail Lucero; J. Peter Campbell; Hiroshi Ishikawa; Michelle Hribar

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):338.

ARVO Annual Meeting Abstract June 2024

High Prevalence of Artifacts in Optical Coherence Tomography Images with Adequate Signal Strength

Charles Enyaah Amankwa; Wei-Chun Lin; Aaron S Coyner; Abigail Lucero; Hiroshi Ishikawa

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):1598.

ARVO Annual Meeting Abstract June 2024

How Far in the Future Can a Deep Learning Model Forecast Pointwise Visual Field (VF) Data Based Solely on One VF Data Input

Hiroshi Ishikawa; Ashkan Abbasi; Sowjanya Gowrisankaran; Bhavna Josephine Antony; Xubo Song; Gadi Wollstein; Joel S Schuman

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):373.

ARVO Annual Meeting Abstract June 2024

Normative variability in retinal nerve fiber layer thickness: Does it matter where the peaks are?

Sowjanya Gowrisankaran; Ashkan Abbasi; Xubo Song; Joel S Schuman; Gadi Wollstein; Bhavna Josephine Antony; Hiroshi Ishikawa

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):5957.

ARVO Annual Meeting Abstract June 2024

Use of Visual Field Modeling and Analysis (VFMA) Values to Monitor Retinal Sensitivity in RPGR-related X-Linked Retinitis Pigmentosa

Edeleidys Sanchez Saucedo; Charlotte Mullis; Shobana Aravind; Hiroshi Ishikawa

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):5405.

Glaucoma March 2024

Peripapillary Atrophy Area as an Indicator of Glaucomatous Structural and Functional Progression

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Maroun Khreish; Joel S. Schuman; TingFang Lee; Zeinab Ghassabi; Ronald Zambrano; Jiyuan Hu; Hiroshi Ishikawa; Gadi Wollstein; Fabio Lavinsky
TAGS: atrophy, eye, glaucoma
Trans. Vis. Sci. Tech.. 2024; 13(3):1. https://doi.org/10.1167/tvst.13.3.1

Artificial Intelligence August 2023

Can Glaucoma Suspect Data Help to Improve the Performance of Glaucoma Diagnosis?

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Ashkan Abbasi; Bhavna Josephine Antony; Sowjanya Gowrisankaran; Gadi Wollstein; Joel S. Schuman; Hiroshi Ishikawa
TAGS: datasets, glaucoma
Trans. Vis. Sci. Tech.. 2023; 12(8):6. https://doi.org/10.1167/tvst.12.8.6

Artificial Intelligence June 2023

Segmentation-Free OCT-Volume-Based Deep Learning Model Improves Pointwise Visual Field Sensitivity Estimation

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Zhiqi Chen; Eitan Shemuelian; Gadi Wollstein; Yao Wang; Hiroshi Ishikawa; Joel S. Schuman
TAGS: deep learning, visual fields, volume, datasets, maps, training
Trans. Vis. Sci. Tech.. 2023; 12(6):28. https://doi.org/10.1167/tvst.12.6.28

ARVO Annual Meeting Abstract June 2023

Glaucoma Suspect Data Improve the Deep Learning based Glaucoma Diagnosis Performance

ashkan abbasi; Bhavna Josephine Antony; Sowjanya Gowrisankaran; Gadi Wollstein; Joel S Schuman; Hiroshi Ishikawa

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):541.

ARVO Annual Meeting Abstract June 2023

OCT Image Classification of Glaucoma Using AutoML – A Code-Free Deep Learning Platform

Sowjanya Gowrisankaran; Xubo Song; ashkan abbasi; Gadi Wollstein; Joel S Schuman; Bhavna Josephine Antony; Hiroshi Ishikawa

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):1081.

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