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Methods December 2024

Using Hierarchical Bayesian Modeling to Enhance Statistical Inference on Contrast Sensitivity

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Yukai Zhao; Luis Andres Lesmes; Michael Dorr; Zhong-Lin Lu
TAGS: carotid sinus syncope, churg-strauss syndrome, contrast sensitivity, inference, luminance, datasets
Trans. Vis. Sci. Tech.. 2024; 13(12):17. https://doi.org/10.1167/tvst.13.12.17

Includes: Supplemental Content

Visual Psychophysics and Physiological Optics October 2024

Quantifying the Functional Relationship Between Visual Acuity and Contrast Sensitivity Function

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Zhong-Lin Lu; Yukai Zhao; Luis Andres Lesmes; Michael Dorr
TAGS: colony-stimulating factors, contrast sensitivity, visual acuity, eye, spatial frequency
Invest. Ophthalmol. Vis. Sci.. 2024; 65(12):33. https://doi.org/10.1167/iovs.65.12.33

Includes: Supplemental Content

Vision Sciences Society Annual Meeting Abstract August 2023

Non-parametric Hierarchical Bayesian Modeling of the Contrast Sensitivity Function

Yukai Zhao; Luis Andres Lesmes; Michael Dorr; Zhong-Lin Lu

Journal of Vision. 2023; 23(9):5312. https://doi.org/10.1167/jov.23.9.5312

Methods June 2023

Collective endpoint of visual acuity and contrast sensitivity function from hierarchical Bayesian joint modeling

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Yukai Zhao; Luis Andres Lesmes; Michael Dorr; Zhong-Lin Lu
TAGS: contrast sensitivity, eye, visual acuity, specificity of diagnostic test, inference, heterogeneity of variance, datasets
Journal of Vision. 2023; 23(6):13. https://doi.org/10.1167/jov.23.6.13

Includes: Supplemental Content

Methods November 2021

Hierarchical Bayesian modeling of contrast sensitivity functions in a within-subject design

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Yukai Zhao; Luis Andres Lesmes; Fang Hou; Zhong-Lin Lu
TAGS: contrast sensitivity, luminance, inference, datasets
Journal of Vision. 2021; 21(12):9. https://doi.org/10.1167/jov.21.12.9

Methods October 2021

Quantifying Uncertainty of the Estimated Visual Acuity Behavioral Function With Hierarchical Bayesian Modeling

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Yukai Zhao; Luis Andres Lesmes; Michael Dorr; Zhong-Lin Lu
TAGS: visual acuity, datasets, goodness of fit
Trans. Vis. Sci. Tech.. 2021; 10(12):18. https://doi.org/10.1167/tvst.10.12.18

Includes: Supplemental Content

ARVO Annual Meeting Abstract June 2021

Feasibility of quantitative Visual Acuity analysis for enriching Visual Acuity data collected in retina clinical trials

Raviv Katz; Filippos Vingopoulos; Rohan Bajaj; Luis Andres Lesmes; John Brown Miller

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):502.

ARVO Annual Meeting Abstract June 2021

Hierarchical Bayesian modeling of the contrast sensitivity function

Luis Andres Lesmes; Yukai Zhao; Michael Dorr; Zhong-Lin Lu

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2808.

ARVO Annual Meeting Abstract June 2021

Contrast Sensitivity Function in Non-Neovascular Age-related Macular Degeneration Measured with Active Learning

Filippos Vingopoulos; Neal Patel; Raviv Katz; Itika Garg; Edward S Lu; Ines Lains; Megan Kasetty; Rebecca Silverman; Archana Nigalye; Luis Andres Lesmes; Ivana K Kim; Leo A Kim; Deeba Husain; Joan W Miller; Demetrios G. Vavvas; John Brown Miller

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):328.

ARVO Annual Meeting Abstract June 2021

Hierarchical Bayesian modeling of E-ETDRS and FrACT test data

Zhong-Lin Lu; Yukai Zhao; Luis Andres Lesmes; Michael Dorr

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2821.

ARVO Annual Meeting Abstract June 2021

Contrast Sensitivity Function in Cataract Disease measured with Active Learning

Augustine Bannerman; Megan Kasetty; Filippos Vingopoulos; Itika Garg; Rebecca Silverman; Zhonghui Luo; June Cho; Raviv Katz; Alice Carlyle Lorch; Luis Andres Lesmes; John Brown Miller

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):520.

ARVO Annual Meeting Abstract June 2021

A Novel Active Learning Contrast Sensitivity Test to Assess Visual Function in Central Serous Chorioretinopathy

Rebecca Zeng; Esther Lee Kim; Merina Thomas; Filippos Vingopoulos; Itika Garg; Eun Young Choi; Ines Lains; Leo A Kim; Luis Andres Lesmes; David N Zacks; John Brown Miller

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):3544.

Methods January 2021

Psychophysical Validation of a Novel Active Learning Approach for Measuring the Visual Acuity Behavioral Function

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Yukai Zhao; Luis Andres Lesmes; Michael Dorr; Peter J. Bex; Zhong-Lin Lu
TAGS: precision, psychometrics, psychophysics, visual acuity, active learning
Trans. Vis. Sci. Tech.. 2021; 10(1):1. https://doi.org/10.1167/tvst.10.1.1

Includes: Supplemental Content

Methods December 2019

A novel Bayesian adaptive method for mapping the visual field

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Pengjing Xu; Luis Andres Lesmes; Deyue Yu; Zhong-Lin Lu
TAGS: visual fields, photophobia, vision
Journal of Vision. 2019; 19(14):16. https://doi.org/10.1167/19.14.16

Articles November 2019

Comparing Spatial Contrast Sensitivity Functions Measured With Digit and Grating Stimuli

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Haiyan Zheng; Menglu Shen; Xianghang He; Rong Cui; Luis Andres Lesmes; Zhong-Lin Lu; Fang Hou
TAGS: cerebrospinal fluid analysis, colony-stimulating factors, contrast sensitivity, spatial frequency, precision, reliability, psychometrics
Trans. Vis. Sci. Tech.. 2019; 8(6):16. https://doi.org/10.1167/tvst.8.6.16

ARVO Annual Meeting Abstract July 2019

Active Learning of Contrast Sensitivity Function to Assess Visual Outcomes in Age-related macular degeneration

Ying Cui; Rebecca Silverman; Megan A Kasetty; June Cho; Luis Andres Lesmes; Ines Lains; Raviv Katz; Demetrios Vavvas; Deeba Husain; Joan W Miller; John B Miller

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):1205.

ARVO Annual Meeting Abstract July 2019

Active Learning of the Contrast Sensitivity Function as a New Clinical Endpoint for Retina Vein Occlusion

Raviv Katz; Rebecca Silverman; Megan Kasetty; June Cho; Luis Andres Lesmes; Leo A. Kim; John B Miller

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):2579.

ARVO Annual Meeting Abstract July 2019

Improved estimation of subtle, but noticeable changes in functional vision using new tests of visual acuity and contrast sensitivity

Emma Flor; Andrea M Janoff; Luis Andres Lesmes; Manonmani Murugappan; Maryn JaNet Barnes; Ava K Bittner

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):3630.

ARVO Annual Meeting Abstract July 2019

Active learning of contrast sensitivity function as a clinical endpoint in cataract disease

Megan A Kasetty; Rebecca Silverman; Rebecca Zeng; Zhonghui K Luo; Ryan Vasan; Alice Lorch; June Cho; Luis Andres Lesmes; John B Miller

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):5903.

ARVO Annual Meeting Abstract July 2019

The repeatability of visual changes measured with tests of visual acuity and contrast sensitivity

Manonmani Murugappan; Andrea M Janoff; Luis Andres Lesmes; Emma Flor; Maryn JaNet Barnes; Ava K Bittner

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):5904.

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Using Hierarchical Bayesian Modeling to Enhance Statistical Inference on Contrast Sensitivity

Quantifying the Functional Relationship Between Visual Acuity and Contrast Sensitivity Function

Non-parametric Hierarchical Bayesian Modeling of the Contrast Sensitivity Function

Collective endpoint of visual acuity and contrast sensitivity function from hierarchical Bayesian joint modeling

Hierarchical Bayesian modeling of contrast sensitivity functions in a within-subject design

Quantifying Uncertainty of the Estimated Visual Acuity Behavioral Function With Hierarchical Bayesian Modeling

Feasibility of quantitative Visual Acuity analysis for enriching Visual Acuity data collected in retina clinical trials

Hierarchical Bayesian modeling of the contrast sensitivity function

Contrast Sensitivity Function in Non-Neovascular Age-related Macular Degeneration Measured with Active Learning

Hierarchical Bayesian modeling of E-ETDRS and FrACT test data

Contrast Sensitivity Function in Cataract Disease measured with Active Learning

A Novel Active Learning Contrast Sensitivity Test to Assess Visual Function in Central Serous Chorioretinopathy

Psychophysical Validation of a Novel Active Learning Approach for Measuring the Visual Acuity Behavioral Function

A novel Bayesian adaptive method for mapping the visual field

Comparing Spatial Contrast Sensitivity Functions Measured With Digit and Grating Stimuli

Active Learning of Contrast Sensitivity Function to Assess Visual Outcomes in Age-related macular degeneration

Active Learning of the Contrast Sensitivity Function as a New Clinical Endpoint for Retina Vein Occlusion

Improved estimation of subtle, but noticeable changes in functional vision using new tests of visual acuity and contrast sensitivity

Active learning of contrast sensitivity function as a clinical endpoint in cataract disease

The repeatability of visual changes measured with tests of visual acuity and contrast sensitivity

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