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Glaucoma September 2024

Using Multi-Layer Perceptron Driven Diagnosis to Compare Biomarkers for Primary Open Angle Glaucoma

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Nicholas Riina; Alon Harris; Brent A. Siesky; Lukas Ritzer; Louis R. Pasquale; James C. Tsai; James Keller; Barbara Wirostko; Julia Arciero; Brendan Fry; George Eckert; Alice Verticchio Vercellin; Gal Antman; Paul A. Sidoti; Giovanna Guidoboni
TAGS: biological markers, neural networks (computer), open-angle glaucoma, glaucoma, datasets
Invest. Ophthalmol. Vis. Sci.. 2024; 65(11):16. https://doi.org/10.1167/iovs.65.11.16

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 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

Superficial capillary plexus vascular densities are reduced in patients with primary open angle glaucoma

Alice Chandra Verticchio Vercellin; Alon Harris; Francesco Oddone; Carmela Carnevale; Brent A Siesky; Julia Arciero; Brendan Fry; George Eckert; Paul A Sidoti; Gal Antman; Denise Alabi; Janet Constance Coleman-Belin; Louis R. Pasquale

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):1217.

ARVO Annual Meeting Abstract June 2024

Archetypal Analysis Demonstrates Visual Field Patterns of Loss and Evolution in Non-Arteritic Anterior Ischemic Optic Neuropathy

David Szanto; Brian Woods; Jui-Kai Wang; Tobias Elze; Mona K Garvin; Louis R Pasquale; Randy H Kardon; Joseph Branco; Asala Erekat; Mark J Kupersmith

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):1007.

ARVO Annual Meeting Abstract June 2024

Metabolomic Profiles of a High Genetic Risk Score for Exfoliation Syndrome/Glaucoma including LOXL1 Gene Polymorphisms

Namuunaa Juramt; Oana A. Zeleznik; Louis R Pasquale; Janey L Wiggs; Jae H Kang

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):2171.

ARVO Annual Meeting Abstract June 2024

Frisén Grade Categorization in Papilledema using Vision Transformers

Asala Erekat; Brian Woods; Joseph Branco; Jui-Kai Wang; Mona K Garvin; Randy H Kardon; David Szanto; Ciaran Eising; Louis R Pasquale; Mark J Kupersmith

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):1596.

ARVO Annual Meeting Abstract June 2024

Utilizing neural network models on optical coherence tomography angiography biomarkers to enhance diagnosis of primary open angle glaucoma

Nicholas Riina; Alon Harris; Brent A Siesky; Louis R. Pasquale; James C Tsai; Salimeh Yasaei Sekeh; Barbara Wirostko; Julia Arciero; Brendan Fry; George Eckert; Alice Chandra Verticchio Vercellin; Gal Antman; Paul A Sidoti; Giovanna Guidoboni

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):5477.

ARVO Annual Meeting Abstract June 2024

Fundus Features Relate to Severity of Visual Field Loss in Acute Non-Arteritic Anterior Ischemic Optic Neuropathy (NAION)

Brian Woods; David Szanto; Lola Stern; Jui-Kai Wang; Mona K Garvin; Joseph Branco; Aaron Golden; Louis R. Pasquale; Randy H Kardon; Mark J Kupersmith

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):6179.

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

Machine Learning Identifies Visual Disparities in Non-Arteritic Anterior Ischemic Optic Neuropathy at Presentation Between White and Asian Populations

Joseph Branco; David Szanto; Brian Woods; Jui-Kai Wang; Tobias Elze; Mona K Garvin; Louis R. Pasquale; Randy H Kardon; Mark J Kupersmith; Asala Erekat

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):6178.

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.

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

Evaluation of the accuracy of AI-generated clinical summaries from Glaucoma outpatient visits.

Yapei Zhang; Min Shi; Daniel L. Liebman; Laura Barna; Louis R Pasquale; Tobias Elze; David S Friedman; Michael V. Boland; Lucy Q Shen; Mengyu Wang

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):1641.

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

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.

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Using Multi-Layer Perceptron Driven Diagnosis to Compare Biomarkers for Primary Open Angle Glaucoma

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

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

Superficial capillary plexus vascular densities are reduced in patients with primary open angle glaucoma

Archetypal Analysis Demonstrates Visual Field Patterns of Loss and Evolution in Non-Arteritic Anterior Ischemic Optic Neuropathy

Metabolomic Profiles of a High Genetic Risk Score for Exfoliation Syndrome/Glaucoma including LOXL1 Gene Polymorphisms

Frisén Grade Categorization in Papilledema using Vision Transformers

Utilizing neural network models on optical coherence tomography angiography biomarkers to enhance diagnosis of primary open angle glaucoma

Fundus Features Relate to Severity of Visual Field Loss in Acute Non-Arteritic Anterior Ischemic Optic Neuropathy (NAION)

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

Machine Learning Identifies Visual Disparities in Non-Arteritic Anterior Ischemic Optic Neuropathy at Presentation Between White and Asian Populations

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

Forecasting glaucoma from multimodal data using deep learning models

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

Evaluation of the accuracy of AI-generated clinical summaries from Glaucoma outpatient visits.

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

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

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