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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. doi: https://doi.org/10.1167/tvst.10.7.27

Includes: Supplemental Content

ARVO Annual Meeting Abstract June 2021

Artificial Intelligence Assessment of Optic Cup Shape Patterns in Glaucoma

Mengyu Wang; Lucy Q Shen; Louis R Pasquale; Thao D. Nguyen; Yangjiani Li; Mohammad Eslami; Chhavi Saini; Nazlee Zebardast; Tobias Elze

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):3359. doi:

ARVO Annual Meeting Abstract June 2021

Application of Widefield Swept-Source Optical Coherence Tomography Angiography in the Assessment of Retinal Microvasculature and Choroidal Thickness in Myopia Patients

Jade Moon; Itika Garg; Ying Cui; Raviv Katz; Ying Zhu; Rongrong Le; Yifan Lu; Edward S Lu; Cassie A. Ludwig; Tobias Elze; David M Wu; Joan W Miller; Leo A Kim; Deeba Husain; Demetrios G. Vavvas; John Miller

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):1940. doi:

ARVO Annual Meeting Abstract June 2021

Trends and Usage Patterns of Minimally Invasive Glaucoma Surgery (MIGS) in the US: IRIS Registry Analysis 2013-2018

Shuang-An Yang; William Greig Mitchell; Nathan Hall; Tobias Elze; Alice Carlyle Lorch; Joan W Miller; Nazlee Zebardast

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):3401. doi:

ARVO Annual Meeting Abstract June 2021

Vascular Metrics and Non-Perfusion Area Measured by Wide-Field Swept-Source OCT-Angiography (WF-SSOCTA) in Different Stages of Diabetic Retinopathy

Itika Garg; Chibuike Uwakwe; Ying Cui; Edward S Lu; Raviv Katz; Rongrong Le; Ying Zhu; Jade Moon; Karen Michelle Wai; Yifan Lu; Tobias Elze; Joan W Miller; Leo A Kim; Deeba Husain; Demetrios G. Vavvas; John Miller

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2470. doi:

ARVO Annual Meeting Abstract June 2021

Association of patient race and Hispanic ethnicity with age and severity of glaucomatous vision loss at first visit

Qingying Jin; Omar Halawa; Nazlee Zebardast; Louis Pasquale; Jae H Kang; Alice Carlyle Lorch; Lucia Sobrin; Joan W Miller; Yangjiani Li; Mohammad Eslami; Mengyu Wang; Tobias Elze

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):3536. doi:

ARVO Annual Meeting Abstract June 2021

Detecting Glaucoma Progression using Deep Archetypal Analysis of Retinal Nerve Fiber Layer Thickness Measurements

Sidharth Mahotra; Xiaoqin Huang; Tobias Elze; Mengyu Wang; Michael V Boland; Louis Pasquale; Juleke Eugenie Anne Majoor; Koenraad Arndt Vermeer; Hans Lemij; Kouros Nouri-Mahdavi; Chris A Johnson; Siamak Yousefi

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):3357. doi:

ARVO Annual Meeting Abstract June 2021

Age-controlled correlation between oral glucose tolerance test (OGTT) and thicknesses of ten retinal layers in non-diabetes and prediabetes participants from macular optical coherence tomography (OCT) volume scans

Yangjiani Li; Franziska G Rauscher; Mengyu Wang; Mohammad Eslami; Jennifer K Sun; Konstantina Sampani; Kerstin Wirkner; Markus Loeffler; Joachim Thiery; Anke Tönjes; Thomas Ebert; Christoph Engel; Tobias Elze

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2438. doi:

ARVO Annual Meeting Abstract June 2021

Associating retinal layer thicknesses of the macula with cognitive speed and executive function

Hui Wang; Tobias Elze; Mengyu Wang; Johanna Girbardt; Tobias Luck; Jana Kynast; Francisca S. Rodriguez; Christoph Engel; Yangjiani Li; A. Veronica Witte; Arno Villringer; Kerstin Wirkner; Markus Loeffler; Steffi G. Riedel-Heller; Matthias Schroeter; Franziska G. Rauscher

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2406. doi:

ARVO Annual Meeting Abstract June 2021

Spatial Patterns of Preclinical Visual Fields in Glaucoma

Eun Young Choi; Lucy Q Shen; Louis R Pasquale; Michael V Boland; Pradeep Y Ramulu; Sarah W Wellik; C Gustavo De Moraes; Jonathan S. Myers; Siamak Yousefi; Peter Bex; Yangjiani Li; Mohammad Eslami; Tobias Elze; Mengyu Wang

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):1007. doi:

ARVO Annual Meeting Abstract June 2021

Detection of Glaucoma Progression from Retinal Nerve Fiber Layer Thickness Measurements Using Machine Learning

Xiaoqin Huang; Sidharth Mahotra; Tobias Elze; Mengyu Wang; Michael V. Boland; Louis Pasquale; Juleke Eugenie Anne Majoor; Hans Lemij; Kouros Nouri-Mahdavi; Chris A Johnson; Siamak Yousefi

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):1005. doi:

ARVO Annual Meeting Abstract June 2021

Archetypal Analysis of Visual Fields in Optic Neuritis Reveals Functional Biomarkers Associated with Outcome and Treatment Response

Elena Solli; Hiten Doshi; Tobias Elze; Louis Pasquale; Michael Wall; Mark J Kupersmith

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2101. doi:

ARVO Annual Meeting Abstract June 2021

Penetrance and characteristics of Gln368Ter Myocilin variant in UKBB

Nazlee Zebardast; Sayuri Sekimitsu; Tobias Elze; Jiali Wang; Michael Lin; Brian Cole; Ayellet V Segre; Janey L Wiggs

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):1511. doi:

ARVO Annual Meeting Abstract June 2021

An autonomous algorithm shows that African and Hispanic Americans with primary open-angle glaucoma present with severe visual field loss patterns

Louis R Pasquale; Jae H Kang; Bernard Rosner; Janey L Wiggs; Mengyu Wang; Tobias Elze

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):3499. doi:

ARVO Annual Meeting Abstract June 2021

Unsupervised Machine Learning Identifies Relevant Patterns of Loss, and Quantifies Response to Treatment in Visual Fields from Eyes with Idiopathic Intracranial Hypertension

Hiten Doshi; Elena Solli; Tobias Elze; Louis R Pasquale; Michael Wall; Mark J Kupersmith

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2394. doi:

ARVO Annual Meeting Abstract June 2021

Comparison of macular pigment optical density measured with dual wavelength autofluorescence between 6° and 9° plateau references in non-advanced age-related macular degeneration and control patients

Archana Nigalye; Raviv Katz; Shrinivas Pundlik; Tobias Elze; Megan Kasetty; Edward S Lu; Ines Lains; Vivian P Douglas; Ivana K Kim; Joan W Miller; Demetrios G. Vavvas; Deeba Husain; John Brown Miller

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):1910. doi:

Articles May 2021

Structure-Function Mapping Using a Three-Dimensional Neuroretinal Rim Parameter Derived From Spectral Domain Optical Coherence Tomography Volume Scans

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Ali Riza Cenk Celebi; Elli A. Park; Alice Chandra Verticchio Vercellin; Edem Tsikata; Ramon Lee; Eric Shieh; Hussein Antar; Madeline Freeman; Jing Zhang; Christian Que; Huseyin Simavli; Michael McClurkin; Rong Guo; Tobias Elze; Johannes F. de Boer; Teresa C. Chen
TAGS: glaucoma, neuroretinal rim, spectral domain-optical coherence tomography, volume, visual fields, retinal nerve fiber layer
Trans. Vis. Sci. Tech.. 2021; 10(6):28. doi: https://doi.org/10.1167/tvst.10.6.28

Articles November 2020

Inter-Eye Association of Visual Field Defects in Glaucoma and Its Clinical Utility

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Bettina Teng; Dian Li; Eun Young Choi; Lucy Q. Shen; Louis R. Pasquale; Michael V. Boland; Pradeep Ramulu; Sarah R. Wellik; Carlos Gustavo De Moraes; Jonathan S. Myers; Siamak Yousefi; Thao Nguyen; Yuying Fan; Hui Wang; Peter J. Bex; Tobias Elze; Mengyu Wang

Trans. Vis. Sci. Tech.. 2020; 9(12):22. doi: https://doi.org/10.1167/tvst.9.12.22

Includes: Supplemental Content

Articles August 2020

An Artificial Intelligence Approach to Assess Spatial Patterns of Retinal Nerve Fiber Layer Thickness Maps in Glaucoma

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Mengyu Wang; Lucy Q. Shen; Louis R. Pasquale; Hui Wang; Dian Li; Eun Young Choi; Siamak Yousefi; Peter J. Bex; Tobias Elze
TAGS: artificial intelligence, glaucoma, maps, retinal nerve fiber layer, eye
Trans. Vis. Sci. Tech.. 2020; 9(9):41. doi: https://doi.org/10.1167/tvst.9.9.41

Includes: Supplemental Content

Articles August 2020

Norms of Interocular Circumpapillary Retinal Nerve Fiber Layer Thickness Differences at 768 Retinal Locations

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Neda Baniasadi; Franziska G. Rauscher; Dian Li; Mengyu Wang; Eun Young Choi; Hui Wang; Thomas Peschel; Kerstin Wirkner; Toralf Kirsten; Joachim Thiery; Christoph Engel; Markus Loeffler; Tobias Elze
TAGS: eye, retinal nerve fiber layer, glaucoma, heterogeneity of variance
Trans. Vis. Sci. Tech.. 2020; 9(9):23. doi: https://doi.org/10.1167/tvst.9.9.23

Includes: Supplemental Content

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

Artificial Intelligence Assessment of Optic Cup Shape Patterns in Glaucoma

Application of Widefield Swept-Source Optical Coherence Tomography Angiography in the Assessment of Retinal Microvasculature and Choroidal Thickness in Myopia Patients

Trends and Usage Patterns of Minimally Invasive Glaucoma Surgery (MIGS) in the US: IRIS Registry Analysis 2013-2018

Vascular Metrics and Non-Perfusion Area Measured by Wide-Field Swept-Source OCT-Angiography (WF-SSOCTA) in Different Stages of Diabetic Retinopathy

Association of patient race and Hispanic ethnicity with age and severity of glaucomatous vision loss at first visit

Detecting Glaucoma Progression using Deep Archetypal Analysis of Retinal Nerve Fiber Layer Thickness Measurements

Age-controlled correlation between oral glucose tolerance test (OGTT) and thicknesses of ten retinal layers in non-diabetes and prediabetes participants from macular optical coherence tomography (OCT) volume scans

Associating retinal layer thicknesses of the macula with cognitive speed and executive function

Spatial Patterns of Preclinical Visual Fields in Glaucoma

Detection of Glaucoma Progression from Retinal Nerve Fiber Layer Thickness Measurements Using Machine Learning

Archetypal Analysis of Visual Fields in Optic Neuritis Reveals Functional Biomarkers Associated with Outcome and Treatment Response

Penetrance and characteristics of Gln368Ter Myocilin variant in UKBB

An autonomous algorithm shows that African and Hispanic Americans with primary open-angle glaucoma present with severe visual field loss patterns

Unsupervised Machine Learning Identifies Relevant Patterns of Loss, and Quantifies Response to Treatment in Visual Fields from Eyes with Idiopathic Intracranial Hypertension

Comparison of macular pigment optical density measured with dual wavelength autofluorescence between 6° and 9° plateau references in non-advanced age-related macular degeneration and control patients

Structure-Function Mapping Using a Three-Dimensional Neuroretinal Rim Parameter Derived From Spectral Domain Optical Coherence Tomography Volume Scans

Inter-Eye Association of Visual Field Defects in Glaucoma and Its Clinical Utility

An Artificial Intelligence Approach to Assess Spatial Patterns of Retinal Nerve Fiber Layer Thickness Maps in Glaucoma

Norms of Interocular Circumpapillary Retinal Nerve Fiber Layer Thickness Differences at 768 Retinal Locations

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