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Artificial Intelligence December 2024

Archetypal Analysis Reveals Consistent Visual Field Patterns for Stimulus Sizes III and V in Glaucoma and NAION

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David Szanto; Michael Wall; Luke X. Chong; Brian Woods; Tobias Elze; Jui-Kai Wang; Mona Garvin; Randy Kardon; Mark J. Kupersmith
TAGS: glaucoma, nonarteritic anterior ischemic optic neuropathy, visual fields, antithymoglobulin, arterial tortuosity syndrome, periodic paralysis, potassium-sensitive cardiodysrhythmic type
Trans. Vis. Sci. Tech.. 2024; 13(12):15. https://doi.org/10.1167/tvst.13.12.15

Includes: Supplemental Content

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

The Impact of Cardiovascular Medications on the Association Between Cardiovascular Diagnoses and Circumpapillary Retinal Nerve Fiber Layer Thickness

Ji Yun Han; Tobias Elze; Mengyu Wang; QingYing Jin; Markus Loeffler; Christoph Engel; Thomas Peschel; Toralf Kirsten; Kerstin Wirkner; Franziska G. Rauscher

Invest. Ophthalmol. Vis. Sci.. 2024; 65(9):PB00108.

ARVO Imaging in the Eye Conference Abstract July 2024

Characterization of sources and methods for optic disc head location determination in fundus images

Milen Raytchev; Franziska G. Rauscher; M. Elena Martinez-Perez; Mengyu Wang; Tobias Elze

Invest. Ophthalmol. Vis. Sci.. 2024; 65(9):PB00114.

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

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

Early Vitrectomy for Post-Injection Endophthalmitis: an IRIS ® Registry Analysis

Sophia Ghauri; Connor Ross; Varun Ullanat; Daniel Hu; Joshua Gilbert; Dan Gong; Paul B Greenberg; Dean Eliott; Tobias Elze; Alice Carlyle Lorch; Joan W Miller; Magdalena G. Krzystolik

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):3826.

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

Circumpapillary retinal nerve fiber layer thickness in gestational diabetes compared to a physiological course of pregnancy

Qingying Jin; Franziska G Rauscher; Holger Stepan; Tobias Elze; Anne Dathan-Stumpf; Alina Saleh

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):4850.

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

Circumpapillary retinal nerve fiber layer thickness in hypertensive pregnancy disorder compared to a physiological course of pregnancy

Hui Wang; Franziska G Rauscher; Alina Saleh; Holger Stepan; Tobias Elze; Anne Dathan-Stumpf

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):4840.

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

The effect of serum vitamin B12 and folic acid levels on retinal layer thickness

Carola Rutigliani; Franziska G Rauscher; Axel De Nardin; Markus Loeffler; Christoph Engel; Thomas Peschel; Ronny Baber; Toralf Kirsten; Kerstin Wirkner; Tobias Elze; Mike Francke; Mengyu Wang

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):4312.

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

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.

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Archetypal Analysis Reveals Consistent Visual Field Patterns for Stimulus Sizes III and V in Glaucoma and NAION

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

The Impact of Cardiovascular Medications on the Association Between Cardiovascular Diagnoses and Circumpapillary Retinal Nerve Fiber Layer Thickness

Characterization of sources and methods for optic disc head location determination in fundus images

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

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

Early Vitrectomy for Post-Injection Endophthalmitis: an IRIS ® Registry Analysis

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

Circumpapillary retinal nerve fiber layer thickness in gestational diabetes compared to a physiological course of pregnancy

Visual Field Improvement in Glaucoma: A Large Single Center Study

Circumpapillary retinal nerve fiber layer thickness in hypertensive pregnancy disorder compared to a physiological course of pregnancy

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

The effect of serum vitamin B12 and folic acid levels on retinal layer thickness

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

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

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