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Artificial Intelligence July 2025

Equitable Deep Learning for Diabetic Retinopathy Detection Using Multidimensional Retinal Imaging With Fair Adaptive Scaling

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Min Shi; Muhammad Muneeb Afzal; Hao Huang; Congcong Wen; Yan Luo; Muhammad Osama Khan; Yu Tian; Leo Kim; Yi Fang; Mengyu Wang
TAGS: datasets, deep learning, diabetic retinopathy, retinal imaging, health disparity, color, scanning laser ophthalmoscopy, gender
Trans. Vis. Sci. Tech.. 2025; 14(7):1. https://doi.org/10.1167/tvst.14.7.1

Includes: Supplemental Content

ARVO Annual Meeting Abstract June 2025

Deep learning for predicting allostatic load from fundus photographs: a non-invasive approach for assessing chronic stress

Saber Kazeminasab Hashemabad; Sayuri Sekimitsu; Ji Yun Han; Kanza Aziz; Yan Zhao; Mohammad Eslami; Mousa Moradi; Yan Luo; Hannah Rana; Minghan LI; Mengyu Wang; Tobias Elze; Nazlee Zebardast

Invest. Ophthalmol. Vis. Sci.. 2025; 66(8):3306.

ARVO Annual Meeting Abstract June 2025

Mitigating Demographic Bias in Federated Learning for Glaucoma Detection

Minghan LI; Yan Luo; Min Shi; Mohammad Eslami; Saber Kazeminasab Hashemabad; Michael Morley; Tobias Elze; Lucy Q Shen; Louis R Pasquale; Sophia Y Wang; Nazlee Zebardast; Michael V Boland; David S Friedman; Mengyu Wang

Invest. Ophthalmol. Vis. Sci.. 2025; 66(8):859.

ARVO Annual Meeting Abstract June 2025

Quantitative Analysis of Corneal Nerve Activity Using Calcium Imaging

Matthew McPheeters; Eric Yang Lu; Maryse Lapierre-Landry; Made Airanthi K. Widjaja-Adhi; Marcin Golczak; Michael Jenkins

Invest. Ophthalmol. Vis. Sci.. 2025; 66(8):4442.

ARVO Annual Meeting Abstract June 2025

Improving Instructional Compliance for AI-Generated Fundus Photos with Demographics-Aware Diffusion Model

Yan Luo; Minghan LI; Mohammad Eslami; Saber Kazeminasab Hashemabad; Tobias Elze; Lucy Q Shen; Louis R Pasquale; Sophia Y Wang; Michael Morley; Nazlee Zebardast; Michael V Boland; David S Friedman; Mengyu Wang

Invest. Ophthalmol. Vis. Sci.. 2025; 66(8):3939.

ARVO Annual Meeting Abstract June 2025

Volumetric segmentation of the meibomian glands and other eyelid structures

Maryse Lapierre-Landry; Eric Yang Lu; Made Airanthi K. Widjaja-Adhi; Junwoo Suh; Marcin Golczak; Michael Jenkins

Invest. Ophthalmol. Vis. Sci.. 2025; 66(8):586.

ARVO Annual Meeting Abstract June 2025

Equitable Deep Learning for Diabetic Retinopathy Screening via Fair Adaptive Scaling

Mengyu Wang; Yan Luo; Minghan LI; Tobias Elze; Leo A Kim; David Myung; Michael Morley; Min Shi

Invest. Ophthalmol. Vis. Sci.. 2025; 66(8):4151.

ARVO Annual Meeting Abstract June 2025

3D Virtual Histology of the Meibomian Glands

Eric Yang Lu; Maryse Lapierre-Landry; Junwoo Suh; Made Airanthi K. Widjaja-Adhi; Matthew McPheeters; Andrew Rollins; Marcin Golczak; Michael Jenkins

Invest. Ophthalmol. Vis. Sci.. 2025; 66(8):1933.

ARVO Annual Meeting Abstract June 2025

Predicting Glaucoma Surgery Types: Insights into Bias and Decision Support

Srikar Kusumanchi; Saber Kazeminasab Hashemabad; Mousa Moradi; Yan Luo; Minghan LI; Michael Morley; Michael V Boland; David S Friedman; Mengyu Wang; Nazlee Zebardast; Tobias Elze; Mohammad Eslami

Invest. Ophthalmol. Vis. Sci.. 2025; 66(8):4516.

ARVO Annual Meeting Abstract June 2025

Protecting Race Information in Fundus Imaging Using Adversarial Attack

Wendi Zheng; Nathan Ouyang; Yan Luo; Mengyu Wang

Invest. Ophthalmol. Vis. Sci.. 2025; 66(8):3874.

Glaucoma April 2025

Association Between Cup-to-Disc Ratio and Structural and Functional Damage Parameters in Glaucoma: Insights From Multiparametric Modeling

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Aliah McCalla; Mengyu Wang; Mohammad Eslami; Saber Kazeminasab; Yan Luo; Hannah Rana; Sajib Saha; Min Shi; Yu Tian; Nazlee Zebardast; Tobias Elze
TAGS: glaucoma, clinicians, optic disk
Trans. Vis. Sci. Tech.. 2025; 14(4):17. https://doi.org/10.1167/tvst.14.4.17

Includes: Supplemental Content

Cornea April 2025

KGF-2 Alleviates Dry Eye Disease by Regulating the HMGB1/TLR4 Pathway

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Yuzhou Wang; Zhiqiang Xu; Linzhi Wei; Yang Lu; Yizhou Shi; Shiyu Wen; Xiujuan Lv; Kaiyan Huang; Fan Lu; Jia Qu; Liang Hu
TAGS: hmgb1 protein, mice, toll-like receptor 4, inflammation, dry eye syndromes, cornea
Invest. Ophthalmol. Vis. Sci.. 2025; 66(4):28. https://doi.org/10.1167/iovs.66.4.28

Includes: Supplemental Content

Retina January 2025

Relationship Between Axial Length and Retinal Oxygen Dynamics in Adults With Myopia

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Guocheng Xiao; Mei Ge; Guoqing Qiao; Shuyu Liu; Na Li; Feng Liu; Yanye Lu; Qiushi Ren; Liqiang Wang
TAGS: adult, myopia, oxygen
Trans. Vis. Sci. Tech.. 2025; 14(1):18. https://doi.org/10.1167/tvst.14.1.18

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

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 Annual Meeting Abstract June 2024

The necessity in increasing the treatment session number of intense pulsed light (IPL) on severer Meibomian Gland Dysfunction (MGD) patients

Yue Yin; Yang Lu; Lan Gong

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):OD24.

ARVO Annual Meeting Abstract June 2024

Fusing Vision and Language: A Multimodal Deep Learning Framework to Predict Fundus Image Diagnosis & Eye Laterality from Generated Free Text

Randy Yang Lu; Steve McNamara; Praveer Singh; Malik Kahook; Naresh Mandava; Jayashree Kalpathy-Cramer

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):5923.

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.

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Equitable Deep Learning for Diabetic Retinopathy Detection Using Multidimensional Retinal Imaging With Fair Adaptive Scaling

Deep learning for predicting allostatic load from fundus photographs: a non-invasive approach for assessing chronic stress

Mitigating Demographic Bias in Federated Learning for Glaucoma Detection

Quantitative Analysis of Corneal Nerve Activity Using Calcium Imaging

Improving Instructional Compliance for AI-Generated Fundus Photos with Demographics-Aware Diffusion Model

Volumetric segmentation of the meibomian glands and other eyelid structures

Equitable Deep Learning for Diabetic Retinopathy Screening via Fair Adaptive Scaling

3D Virtual Histology of the Meibomian Glands

Predicting Glaucoma Surgery Types: Insights into Bias and Decision Support

Protecting Race Information in Fundus Imaging Using Adversarial Attack

Association Between Cup-to-Disc Ratio and Structural and Functional Damage Parameters in Glaucoma: Insights From Multiparametric Modeling

KGF-2 Alleviates Dry Eye Disease by Regulating the HMGB1/TLR4 Pathway

Relationship Between Axial Length and Retinal Oxygen Dynamics in Adults With Myopia

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

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

The necessity in increasing the treatment session number of intense pulsed light (IPL) on severer Meibomian Gland Dysfunction (MGD) patients

Fusing Vision and Language: A Multimodal Deep Learning Framework to Predict Fundus Image Diagnosis & Eye Laterality from Generated Free Text

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

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