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Glaucoma August 2024

Impact of Demographics on Regional Visual Field Loss and Deterioration in Glaucoma

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Yueyin Pang; Melody Tang; Min Shi; Yu Tian; Yan Luo; Tobias Elze; Louis R. Pasquale; Nazlee Zebardast; Michael V. Boland; David S. Friedman; Lucy Q. Shen; Anagha Lokhande; Mengyu Wang
TAGS: blindness, demography, glaucoma, visual field defects, languages
Trans. Vis. Sci. Tech.. 2024; 13(8):25. https://doi.org/10.1167/tvst.13.8.25

Includes: Supplemental Content

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

Glaucoma July 2024

Independent Effects of Blood Pressure on Intraocular Pressure and Retinal Ganglion Cell Degeneration: A Mendelian Randomization Study

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Skanda Rajasundaram; Ayellet V. Segrè; Dipender Gill; Benjamin Woolf; Seyedeh M. Zekavat; Stephen Burgess; Anthony P. Khawaja; Nazlee Zebardast; Janey L. Wiggs
TAGS: blood pressure, intraocular pressure, mendelian randomization analysis, open-angle glaucoma, retinal ganglion cells, tissue degeneration, sensitivity analysis, genetics, pleiotropism
Invest. Ophthalmol. Vis. Sci.. 2024; 65(8):35. https://doi.org/10.1167/iovs.65.8.35

Includes: Supplemental Content

ARVO Imaging in the Eye Conference Abstract July 2024

A Practical Barrier: AI-Powered CDR Extraction in Fundus Photos

Mohammad Eslami; Lakshmi Sritan Motati; Rohan Kalahasty; Srikar Kusumanchi; Saber Kazeminasab; Min Shi; Yan Luo; Yu Tian; Dhruva Gupta; Milen Raytchev; Michael G. Morley; Mengyu Wang; Nazlee Zebardast; Tobias Elze

Invest. Ophthalmol. Vis. Sci.. 2024; 65(9):PB0020.

ARVO Imaging in the Eye Conference Abstract July 2024

Genetically Adjusted Optic Cup to Disc Ratio (CDR) Using a Two-Phase Training Deep Learning Model

Saber Kazeminasab Hashemabad; Surya Pulukuri; Yan Zhao; Kanza Aziz; Sayuri Sekimitsu; Mohammad Eslami; Yan Luo; Min Shi; Yu Tian; Hannah Rana; Milen Raytchev; Mengyu Wang; Tobias Elze; Janey Wiggs; Nazlee Zebardast

Invest. Ophthalmol. Vis. Sci.. 2024; 65(9):PB0027.

ARVO Imaging in the Eye Conference Abstract July 2024

Longitudinal Assessment of Retinal Nerve Fiber Layer Thickness in Eyes Exhibiting Visual Field Improvement

Dhruva Gupta; Saber Kazeminasab; Hannah Rana; Mohammad Eslami; Nazlee Zebardast; Mengyu Wang; Eric D. Gaier; Tobias Elze

Invest. Ophthalmol. Vis. Sci.. 2024; 65(9):PB0035.

ARVO Imaging in the Eye Conference Abstract July 2024

The Case for Federated Learning: Challenges and Opportunities in Multi-Institutional Deep Learning Approaches for Ophthalmic Imaging

Benton Chuter; Scott Kinder; Justin Huynh; Ruben Gonzalez; Sreenidhi Iyengar; Benjamin Xu; Nazlee Zebardast; Mohammad Eslami; Saber Kazeminasab; Tobias Elze; Mark Christopher; Linda Zangwill; Jayashree Kalpathy-Cramer; Praveer Singh; Sally Baxter

Invest. Ophthalmol. Vis. Sci.. 2024; 65(9):PP007.

ARVO Annual Meeting Abstract June 2024

Connecting ocular and systemic health: Phenome- and genome- wide analyses of retinal layer thicknesses from optical coherence tomography imaging across >50k participants

Seyedeh Maryam Zekavat; Saman Doroodgar Jorshery; Franziska G Rauscher; Katrin Horn; Sayuri Sekimitsu; Yusrah Shweikh; Satoshi Koyama; Vineet Raghu; Tobias Elze; Ayellet Segre; Janey L Wiggs; Lucian V Del Priore; Jay C. Wang; Markus Scholz; Pradeep Natarajan; Nazlee Zebardast

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):1014.

ARVO Annual Meeting Abstract June 2024

Primary open angle glaucoma polygenic risk score can identify individuals at low risk of disease onset in the Ocular Hypertension Treatment Study

Nazlee Zebardast; Sayuri Sekimitsu; Kanza Aziz; Yan Zhao; Rishabh Singh; John H Fingert; Mae O Gordon; Michael A Kass; Todd E Scheetz; Ayellet Segre; James D Brandt; Janey L Wiggs

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):996.

ARVO Annual Meeting Abstract June 2024

PyGlaucoMetrics: An Open-Source Multi-Criteria Glaucoma Defect Evaluation

Mousa Moradi; Mohammad Eslami; Saber Kazeminasab Hashemabad; David S Friedman; Michael V Boland; Mengyu Wang; Tobias Elze; Nazlee Zebardast

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):OD38.

ARVO Annual Meeting Abstract June 2024

Geographic Disparities in Glaucoma Surgical Care: An Intelligent Research in Sight (IRIS) Registry Analysis

Anagha Lokhande; Kanza Aziz; Louis R. Pasquale; Lucy Q Shen; David S Friedman; Michael V Boland; Alice Carlyle Lorch; Joan W Miller; Mengyu Wang; Nazlee Zebardast; Tobias Elze

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):4638.

ARVO Annual Meeting Abstract June 2024

Visual Field Improvement in Glaucoma: A Large Single Center Study

Dhruva Gupta; Saber Kazeminasab Hashemabad; Hannah Rana; Mohammad Eslami; Nazlee Zebardast; Mengyu Wang; Eric D Gaier; Tobias Elze

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):4823.

ARVO Annual Meeting Abstract June 2024

Polygenic Risk Score for Primary Open Angle Glaucoma is Associated with Selective Laser Trabeculoplasty Outcomes

Prizka Avilia Puspa; Kanza Aziz; Sayuri Sekimitsu; Doaa Hegazy; Yan Zhao; Janey L Wiggs; Ayellet Segre; Nazlee Zebardast

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):4242.

ARVO Annual Meeting Abstract June 2024

Feasibility of Identifying High-Risk Glaucoma Patients Before the Onset of Disease

Mohammad Eslami; Saber Kazeminasab Hashemabad; Hannah Rana; Milen Raytchev; Yan Luo; Min Shi; Yu Tian; Michael G. Morley; Nazlee Zebardast; Michael V. Boland; David S Friedman; Mengyu Wang; Tobias Elze

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):1621.

ARVO Annual Meeting Abstract June 2024

An unsupervised deep learning method for identifying glaucoma progression patterns using longitudinal ganglion cell complex (GCC) scans

Saber Kazeminasab Hashemabad; Mohammad Eslami; Mousa Moradi; Hannah Rana; Min Shi; Yan Luo; Yu Tian; Milen Raytchev; Mengyu Wang; Tobias Elze; Nazlee Zebardast

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):1626.

ARVO Annual Meeting Abstract June 2024

Genetic risk for open angle glaucoma subtypes is associated with specific visual field defect classes

Sayuri Sekimitsu; Sophie Smith; Yan Zhao; Mohammad Eslami; Mengyu Wang; Tobias Elze; Ayellet Segre; Jae H Kang; Joni Tururen; Aarno Palotie; Joel Raemoe; Janey L Wiggs; Nazlee Zebardast

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):1015.

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

Genetically adjusted cup-to-disk ratio for detecting primary open angle glaucoma

Surya Pulukuri; Yan Zhao; Joyce Kang; Ayellet Segre; Sayuri Sekimitsu; Janey L Wiggs; Nazlee Zebardast

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):4252.

ARVO Annual Meeting Abstract June 2024

Understanding Equity in Vision-and-Language Learning for Glaucoma Diagnosis with Deep Learning

Yan Luo; Min Shi; Yu Tian; Mohammad Eslami; Saber Kazeminasab Hashemabad; Hannah Rana; Tobias Elze; Lucy Q Shen; Louis R. Pasquale; Nazlee Zebardast; Michael V. Boland; David S Friedman; Mengyu Wang

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):376.

ARVO Annual Meeting Abstract June 2024

Forecasting glaucoma from multimodal data using deep learning models

Xiaoqin Huang; Asma Poursoroush; Yeganeh Madadi; Hina Raja; Mohammad Delsoz; Louis R. Pasquale; Michael V. Boland; Chris A Johnson; Nazlee Zebardast; Siamak Yousefi

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):374.

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Impact of Demographics on Regional Visual Field Loss and Deterioration in Glaucoma

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

Independent Effects of Blood Pressure on Intraocular Pressure and Retinal Ganglion Cell Degeneration: A Mendelian Randomization Study

A Practical Barrier: AI-Powered CDR Extraction in Fundus Photos

Genetically Adjusted Optic Cup to Disc Ratio (CDR) Using a Two-Phase Training Deep Learning Model

Longitudinal Assessment of Retinal Nerve Fiber Layer Thickness in Eyes Exhibiting Visual Field Improvement

The Case for Federated Learning: Challenges and Opportunities in Multi-Institutional Deep Learning Approaches for Ophthalmic Imaging

Connecting ocular and systemic health: Phenome- and genome- wide analyses of retinal layer thicknesses from optical coherence tomography imaging across >50k participants

Primary open angle glaucoma polygenic risk score can identify individuals at low risk of disease onset in the Ocular Hypertension Treatment Study

PyGlaucoMetrics: An Open-Source Multi-Criteria Glaucoma Defect Evaluation

Geographic Disparities in Glaucoma Surgical Care: An Intelligent Research in Sight (IRIS) Registry Analysis

Visual Field Improvement in Glaucoma: A Large Single Center Study

Polygenic Risk Score for Primary Open Angle Glaucoma is Associated with Selective Laser Trabeculoplasty Outcomes

Feasibility of Identifying High-Risk Glaucoma Patients Before the Onset of Disease

An unsupervised deep learning method for identifying glaucoma progression patterns using longitudinal ganglion cell complex (GCC) scans

Genetic risk for open angle glaucoma subtypes is associated with specific visual field defect classes

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

Genetically adjusted cup-to-disk ratio for detecting primary open angle glaucoma

Understanding Equity in Vision-and-Language Learning for Glaucoma Diagnosis with Deep Learning

Forecasting glaucoma from multimodal data using deep learning models

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