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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

Long-Term Visual Field Progression in Patients with Optic Disc Drusen with or without Glaucoma

Rohit Reddy; Wesam Shalaby; Sagar Shah; Kartik Kumar; Qiang Zhang; Jonathan S. Myers; Ping Huang

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):2547.

ARVO Annual Meeting Abstract June 2024

Barriers to automated visual field perimetry data extraction, harmonization, and representation in OMOP

Shahin Hallaj; Swarup S. Swaminathan; Sophia Wang; Benjamin Y. Xu; Dilru Amarasekera; Michael V. Boland; Brian Craig Stagg; Michelle Hribar; Kaveri Thakoor; Kerry E. Goetz; Jonathan S. Myers; Aaron Y Lee; Mark Christopher; Linda M Zangwill; Robert Weinreb; Sally Liu Baxter

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):4793.

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

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 2023

Explainable Deep Learning Prediction of 10-2 Visual Field from 24-2 Visual Field Using Transformer

Min Shi; Yu Tian; Yan Luo; Mohammad Eslami; Saber Kazeminasab Hashemabad; Tobias Elze; Lucy Q. Shen; Louis R Pasquale; Sarah R Wellik; C. Gustavo De Moraes; Jonathan S Myers; Michael V Boland; Mengyu Wang

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):3263.

ARVO Annual Meeting Abstract June 2023

Surgical efficacy of continuous wave and Micropulse cyclophotocoagulation in primary open-angle glaucoma: a retrospective study

Bahram Pashaee; Shahin Hallaj; Christian J Nieves; Natasha Nayak Kolomeyer; Tina Xia; Jonathan S Myers; Daniel Lee; Reza Razeghinejad

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):4910.

ARVO Annual Meeting Abstract June 2023

Selective Laser Trabeculoplasty (SLT) After Trabecular Meshwork Bypass Microstent Implantation Versus Standalone SLT Outcomes: A Retrospective Cohort Comparison

Sagar Shah; Shahin Hallaj; Nicholas O'Connor; Michael Izzo; Jonathan S Myers; Daniel Lee

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):4903.

ARVO Annual Meeting Abstract June 2023

Predicting Progression of Glaucoma based on Visual Field Tests

Jiaxing Liu; Shefali Sood; Narges Razavian; Dinah Chen; Siamak Yousefi; Tobias Elze; Gustavo De Moraes; Michael V Boland; Sarah R Wellik; Louis R Pasquale; Jonathan S Myers; Lucy Q Shen; Sumit Chopra; Lama A. Al-Aswad

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):335.

ARVO Annual Meeting Abstract June 2023

Trabeculectomy versus Tube Shunt efficacy and safety in patients with Pre-operative Intraocular Pressure of More than 40 mmHg: A Retrospective Study

Nicholas O'Connor; Sagar Shah; Shahin Hallaj; Christian J Nieves; Lauren Hock; Natasha Nayak Kolomeyer; Daniel Lee; Marlene Moster; Michael Pro; Elizabeth Dale; Jonathan S Myers; Reza Razeghinejad

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):4289.

ARVO Annual Meeting Abstract June 2022

Effect of Early Postoperative Aqueous Suppression Therapy on Surgical Outcomes of Valved Tube Shunts in Refractory Glaucoma

Tony Zhehao Zhang; Jae-Chiang Wong; Sophia Shinsee Lam; Wesam Shamseldin Shalaby; Elizabeth Dale; Michael J Pro; Aakriti Garg Garg Shukla; Daniel Lee; Jonathan S Myers; Reza Razeghinejad; Marlene R Moster

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):3699 – A0384.

ARVO Annual Meeting Abstract June 2022

A Deep Autoencoder Model to Denoise Visual Fields in Glaucoma

Vishal Sharma; Lucy Q Shen; Louis Pasquale; Tobias Elze; Michael V Boland; Sarah R Wellik; Gustavo De Moraes; Jonathan S Myers; Siamak Yousefi; Mengyu Wang

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):2010 – A0451.

ARVO Annual Meeting Abstract June 2022

Changes in Glaucoma Management Following Diurnal Home Tonometry

Nicholas O'Connor; Lauren E Hock; Aakriti Garg Garg Shukla; Natasha N Kolomeyer; Reza Razeghinejad; L. Jay Katz; Jonathan S Myers; Daniel Lee

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):159 – A0352.

ARVO Annual Meeting Abstract June 2022

Tube Shunt Surgery for Glaucoma Management: 12-year data

Ryan Lamrani; Jae-Chiang Wong; Daniel Lee; Jonathan S Myers

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):1662 – A0157.

ARVO Annual Meeting Abstract June 2022

Surgical outcomes of trabeculectomy in eyes with low to lownormal baseline intraocular pressure.

Chandani Anant Patel; Jae-Chiang Wong; Shahin Hallaj; Reza Razeghinejad; Aakriti Garg Garg Shukla; Natasha N Kolomeyer; Jonathan S Myers; Daniel Lee

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):3720 – A0405.

ARVO Annual Meeting Abstract June 2022

Long-term surgical outcomes of Glaucoma Drainage Implants in eyes with preoperative intraocular pressure less than 19

Shahin Hallaj; Jae-Chiang Wong; Reza Razeghinejad; Aakriti Garg Garg Shukla; Natasha N Kolomeyer; Jonathan S Myers; Daniel Lee

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):3713 – A0398.

ARVO Annual Meeting Abstract June 2022

One-year outcomes of trabecular meshwork microstent placement in eyes with severe glaucoma

Jae-Chiang Wong; Tony Zhehao Zhang; Cameron Haghshenas; Shahin Hallaj; Natasha N Kolomeyer; Aakriti Garg Garg Shukla; Reza Razeghinejad; Jonathan S Myers; Daniel Lee

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):3706 – A0391.

ARVO Annual Meeting Abstract June 2022

Long-term mortality in patients with neovascular glaucoma following tube-shunt surgery

Eli Cehelyk; Eric Shiuey; Sonam Patel; Natasha N Kolomeyer; Jonathan S Myers; Daniel Lee

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):1627 – A0122.

Articles May 2022

Improving Visual Field Forecasting by Correcting for the Effects of Poor Visual Field Reliability

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Gabriel A. Villasana; Chris Bradley; Tobias Elze; Jonathan S. Myers; Louis Pasquale; C Gustavo De Moraes; Sarah Wellik; Michael V. Boland; Pradeep Ramulu; Greg Hager; Mathias Unberath; Jithin Yohannan
TAGS: reliability, visual fields, eye
Trans. Vis. Sci. Tech.. 2022; 11(5):27. https://doi.org/10.1167/tvst.11.5.27

Articles June 2021

Development and Comparison of Machine Learning Algorithms to Determine Visual Field Progression

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Osamah Saeedi; Michael V. Boland; Loris D'Acunto; Ramya Swamy; Vikram Hegde; Surabhi Gupta; Amin Venjara; Joby Tsai; Jonathan S. Myers; Sarah R. Wellik; Gustavo DeMoraes; Louis R. Pasquale; Lucy Q. Shen; Yangjiani Li; Tobias Elze
TAGS: glaucoma, machine learning, visual fields, eye, datasets
Trans. Vis. Sci. Tech.. 2021; 10(7):27. https://doi.org/10.1167/tvst.10.7.27

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

Long-Term Visual Field Progression in Patients with Optic Disc Drusen with or without Glaucoma

Barriers to automated visual field perimetry data extraction, harmonization, and representation in OMOP

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

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

Explainable Deep Learning Prediction of 10-2 Visual Field from 24-2 Visual Field Using Transformer

Surgical efficacy of continuous wave and Micropulse cyclophotocoagulation in primary open-angle glaucoma: a retrospective study

Selective Laser Trabeculoplasty (SLT) After Trabecular Meshwork Bypass Microstent Implantation Versus Standalone SLT Outcomes: A Retrospective Cohort Comparison

Predicting Progression of Glaucoma based on Visual Field Tests

Trabeculectomy versus Tube Shunt efficacy and safety in patients with Pre-operative Intraocular Pressure of More than 40 mmHg: A Retrospective Study

Effect of Early Postoperative Aqueous Suppression Therapy on Surgical Outcomes of Valved Tube Shunts in Refractory Glaucoma

A Deep Autoencoder Model to Denoise Visual Fields in Glaucoma

Changes in Glaucoma Management Following Diurnal Home Tonometry

Tube Shunt Surgery for Glaucoma Management: 12-year data

Surgical outcomes of trabeculectomy in eyes with low to lownormal baseline intraocular pressure.

Long-term surgical outcomes of Glaucoma Drainage Implants in eyes with preoperative intraocular pressure less than 19

One-year outcomes of trabecular meshwork microstent placement in eyes with severe glaucoma

Long-term mortality in patients with neovascular glaucoma following tube-shunt surgery

Improving Visual Field Forecasting by Correcting for the Effects of Poor Visual Field Reliability

Development and Comparison of Machine Learning Algorithms to Determine Visual Field Progression

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