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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

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

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

Improving Cup-Rim Segmentation by Fair Error-Bound Scaling With Segment Anything Model (SAM)

Lucy Zha; Yan Luo; Yu Tian; Min Shi; Leo A Kim; Tobias Elze; Mengyu Wang

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):2413.

ARVO Annual Meeting Abstract June 2024

Demographic Disparities in Diabetic Retinopathy Among US Eye Hospital Patients

Sergio Mendoza; Luo Song; Yan Luo; Yu Tian; Min Shi; Leo A Kim; Tobias Elze; Mengyu Wang

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):1812.

ARVO Annual Meeting Abstract June 2024

Low-latency surgical scene imaging with scene prediction and dynamics-aware scans

Dhyey Manish Rajani; Federico Seghizzi; Yang-Lun Lai; Koerner Gray Buchta; Mark Draelos

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):5920.

ARVO Annual Meeting Abstract June 2024

Detecting Glaucoma Using Iris Photos with Deep Learning

Abhilash Katuru; Iyad Majid; Min Shi; Yu Tian; Yan Luo; Tobias Elze; Mengyu Wang

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):1645.

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

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

External Eye Photos for Diabetic Retinopathy Detection with Deep Learning

Yu Tian; Min Shi; Yan Luo; Mohammad Eslami; Saber Kazeminasab Hashemabad; Hannah Rana; Leo A Kim; Louis R Pasquale; Meenakashi Gupta; Tobias Elze; Lucia Sobrin; Mengyu Wang

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):5635.

ARVO Annual Meeting Abstract June 2024

A New Deep Learning Technique Termed Fair Identity Scaling to Improve Model Equity for Diabetic Retinopathy Screening

Ava kouhana; Yan Luo; Yu Tian; Min Shi; Leo A Kim; Louis R. Pasquale; Meenakashi Gupta; Tobias Elze; Lucia Sobrin; Mengyu Wang

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):5633.

ARVO Annual Meeting Abstract June 2024

Machine and deep learning predictions of visual fields from spectral-domain optical coherence tomography retinal nerve fiber layer thickness maps in glaucoma vision loss

Hannah Rana; Saber Kazeminasab Hashemabad; Mohammad Eslami; Yan Luo; Min Shi; Yu Tian; Nazlee Zebardast; Mengyu Wang; Tobias Elze; Sajib Saha

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):1625.

ARVO Annual Meeting Abstract June 2024

Equitable Deep Learning for Glaucoma Screening with Fair Identity Normalization

Mengyu Wang; Yan Luo; Yu Tian; Lucy Q Shen; Tobias Elze; Nazlee Zebardast; Michael V. Boland; David S Friedman; Louis R. Pasquale; Min Shi

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):1640.

ARVO Annual Meeting Abstract June 2024

Comparing Optical Coherence Tomography Scans and Scanning Laser Ophthalmoscopy Fundus Photos in Glaucoma Detection Defined by Functional Tests

Iyad Majid; Abhilash Katuru; Min Shi; Yu Tian; Yan Luo; In Young Chun; Tobias Elze; Louis R. Pasquale; Nazlee Zebardast; Michael V Boland; David S Friedman; Lucy Q Shen; Mengyu Wang

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):1631.

ARVO Annual Meeting Abstract June 2024

Personalizing Circumpapillary Retinal Nerve Fiber Layer Thickness Norms with Individual Retinal Anatomy in Glaucoma

Min Shi; Yan Luo; 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):1619.

ARVO Annual Meeting Abstract June 2024

Effect of Thrombospondin-1 on Outflow Facility, Outflow Pattern and Morphology in Porcine Eyes

Haiyan Gong; Hoi-Lam Li; David L Swain; Lucia Yang; Sujeoung Kim; Michelle Yung; Abid Khan

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):1260.

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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

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

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

Improving Cup-Rim Segmentation by Fair Error-Bound Scaling With Segment Anything Model (SAM)

Demographic Disparities in Diabetic Retinopathy Among US Eye Hospital Patients

Low-latency surgical scene imaging with scene prediction and dynamics-aware scans

Detecting Glaucoma Using Iris Photos with Deep Learning

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

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

External Eye Photos for Diabetic Retinopathy Detection with Deep Learning

A New Deep Learning Technique Termed Fair Identity Scaling to Improve Model Equity for Diabetic Retinopathy Screening

Machine and deep learning predictions of visual fields from spectral-domain optical coherence tomography retinal nerve fiber layer thickness maps in glaucoma vision loss

Equitable Deep Learning for Glaucoma Screening with Fair Identity Normalization

Comparing Optical Coherence Tomography Scans and Scanning Laser Ophthalmoscopy Fundus Photos in Glaucoma Detection Defined by Functional Tests

Personalizing Circumpapillary Retinal Nerve Fiber Layer Thickness Norms with Individual Retinal Anatomy in Glaucoma

Effect of Thrombospondin-1 on Outflow Facility, Outflow Pattern and Morphology in Porcine Eyes

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