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ARVO Imaging in the Eye Conference Abstract July 2024

Method of Applying Deep Learning Model (DLM) Trained on OCT Images of Lower Axial Resolution to Images of Higher Axial Resolution without Model Retraining for Retinal Layer Segmentation

Yi-Zhong Wang; Mark E. Pennesi; Siyu Chen; David G. Birch

Invest. Ophthalmol. Vis. Sci.. 2024; 65(9):PB0013.

ARVO Annual Meeting Abstract June 2024

Impact of Training Dataset Size on Deep Learning Model’s Performance of Measuring Photoreceptor Outer Segment Metrics in Patients with Retinitis Pigmentosa (RP)

Yi-Zhong Wang; Katherine Juroch; David G Birch

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):3743.

Retina November 2023

Deep Learning–Facilitated Study of the Rate of Change in Photoreceptor Outer Segment Metrics in RPGR -Related X-Linked Retinitis Pigmentosa

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Yi-Zhong Wang; Katherine Juroch; Yineng Chen; Gui-Shuang Ying; David G. Birch
TAGS: deep learning, photoreceptors, retinitis pigmentosa, volume, x-linked inheritance, eye, baseline value, follow-up, disease progression
Invest. Ophthalmol. Vis. Sci.. 2023; 64(14):31. https://doi.org/10.1167/iovs.64.14.31

ARVO Annual Meeting Abstract June 2023

Deep Learning Facilitated Study of the Rate of Change in Photoreceptor Outer Segment (OS) Metrics in X-Linked Retinitis Pigmentosa (xlRP)

Yi-Zhong Wang; Katherine Juroch; Yineng Chen; Gui-Shuang Ying; David G Birch

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):4640.

ARVO Annual Meeting Abstract June 2022

Deep Learning Facilitated Study of the Relationship between Visual Field Sensitivity (VFS) and Photoreceptor Outer Segment (OS) Metrics in Retinitis Pigmentosa (RP)

Yi-Zhong Wang; Katherine Juroch; Tein Luu; David G Birch

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):4293.

Articles November 2021

A Hybrid Model Composed of Two Convolutional Neural Networks (CNNs) for Automatic Retinal Layer Segmentation of OCT Images in Retinitis Pigmentosa (RP)

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Yi-Zhong Wang; Wenxuan Wu; David G. Birch
TAGS: convolutional neural networks, datasets, machine learning, pixel, retinitis pigmentosa, training, photoreceptors, semantics
Trans. Vis. Sci. Tech.. 2021; 10(13):9. https://doi.org/10.1167/tvst.10.13.9

ARVO Annual Meeting Abstract June 2021

Evaluation of a UNet Convolutional Neural Network (CNN) for Automatic Measurements of Ellipsoid Zone (EZ) Area and Photoreceptor Outer Segment (POS) Volume in X-Linked Retinitis Pigmentosa (xlRP)

Yi-Zhong Wang; Ashley Cao; David G Birch

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2134.

ARVO Annual Meeting Abstract June 2020

Evaluation of Two Convolutional Neural Network (CNN) Models for Automatic Segmentation of Retinal Layers from OCT images in Retinitis Pigmentosa (RP)

Yi-Zhong Wang; Wenxuan Wu; David G Birch

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):1632.

Special Issue March 2020

Application of a Deep Machine Learning Model for Automatic Measurement of EZ Width in SD-OCT Images of RP

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Yi-Zhong Wang; Daniel Galles; Martin Klein; Kirsten G. Locke; David G. Birch
TAGS: datasets, machine learning, pixel, spectral domain-optical coherence tomography, training, learning
Trans. Vis. Sci. Tech.. 2020; 9(2):15. https://doi.org/10.1167/tvst.9.2.15

Eye Movements, Strabismus, Amblyopia and Neuro-ophthalmology August 2019

Impaired Fellow Eye Motion Perception and Abnormal Binocular Function

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Eileen E. Birch; Reed M. Jost; Yi-Zhong Wang; Krista R. Kelly; Deborah E. Giaschi
TAGS: amblyopia, eye, child, motion perception
Invest. Ophthalmol. Vis. Sci.. 2019; 60(10):3374-3380. https://doi.org/10.1167/iovs.19-26885

ARVO Annual Meeting Abstract July 2019

The Rate of Progressive Loss of Central Subfield Thickness (CSFT) and Visual Function in Stargardt Macular Dystrophy (STGD)

Daniel Galles; David G Birch; Yi-Zhong Wang

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):1887.

ARVO Annual Meeting Abstract July 2019

A Deep Convolutional Neural Network (CNN) Model for Automatic Measurement of Ellipsoid Zone (EZ) Width in Retinitis Pigmentosa (RP)

Yi-Zhong Wang; Daniel Galles; Martin Klein; Kirsten G Locke; David G Birch

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):1527.

ARVO Annual Meeting Abstract July 2018

Association of Visual Function (VF) with Central Subfield Thickness (CSFT) and Photoreceptor Outer Segment Length (CSFOS) in 3-Month Treatment of Diabetic Macular Edema (DME)

Yi-Zhong Wang; Yu-Guang He; Paulina Mejia; Michael B Bartlett; Song Zhang; Karl G Csaky

Invest. Ophthalmol. Vis. Sci.. 2018; 59(9):3442.

ARVO Annual Meeting Abstract July 2018

Impaired Fellow Eye Motion Perception in Amblyopic Children is Alleviated by Binocular Treatment

Eileen E Birch; Reed M Jost; Yi-Zhong Wang; Krista R Kelly; Deborah Giaschi

Invest. Ophthalmol. Vis. Sci.. 2018; 59(9):5959.

Eye Movements, Strabismus, Amblyopia and Neuro-ophthalmology March 2018

Improved Binocular Outcomes Following Binocular Treatment for Childhood Amblyopia

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Krista R. Kelly; Reed M. Jost; Yi-Zhong Wang; Lori Dao; Cynthia L. Beauchamp; Joel N. Leffler; Eileen E. Birch
TAGS: amblyopia, amblyopia, pediatric, child, visual acuity, eye
Invest. Ophthalmol. Vis. Sci.. 2018; 59(3):1221-1228. https://doi.org/10.1167/iovs.17-23235

Includes: Supplemental Content

ARVO Annual Meeting Abstract June 2017

The Association of Drusen in the Central Subfield (CSF) with Visual Acuity (VA) and Shape Discrimination Hyperacuity (SDH) Deficits

Yi-Zhong Wang; Paulina Mejia; Luis Rodriguez; Bryan De La Cruz

Invest. Ophthalmol. Vis. Sci.. 2017; 58(8):2336.

ARVO Annual Meeting Abstract June 2017

Local variations in rod function and subretinal drusenoid deposits in patients with reticular pseudodrusen (RPD)

Kelly Kiser; Tad Daniels; Karl G Csaky; David G Birch; Yi-Zhong Wang

Invest. Ophthalmol. Vis. Sci.. 2017; 58(8):2339.

Eye Movements, Strabismus, Amblyopia and Neuro-ophthalmology October 2016

Assessing Suppression in Amblyopic Children With a Dichoptic Eye Chart

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Eileen E. Birch; Sarah E. Morale; Reed M. Jost; Angie De La Cruz; Krista R. Kelly; Yi-Zhong Wang; Peter J. Bex
TAGS: amblyopia, child, eye charts, visual acuity, equilibrium, strabismus
Invest. Ophthalmol. Vis. Sci.. 2016; 57(13):5649-5654. https://doi.org/10.1167/iovs.16-19986

ARVO Annual Meeting Abstract September 2016

Shape Discrimination Hyperacuity (SDH) Improvement After Treatment of Diabetic Macular Edema (DME): One-Year Results of the DRAMA Study

Yi-Zhong Wang; Yu-Guang He; Karl G Csaky; Luis Rodriguez; Paulina Mejia; Song Zhang; Michael B Bartlett

Invest. Ophthalmol. Vis. Sci.. 2016; 57(12)

Retina February 2016

Structure/Psychophysical Relationships in X-Linked Retinoschisis

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Lea D. Bennett; Yi-Zhong Wang; Martin Klein; Mark E. Pennesi; Thiran Jayasundera; David G. Birch
TAGS: psychophysics, x-linked retinoschisis, perimetry, visual acuity, retina
Invest. Ophthalmol. Vis. Sci.. 2016; 57(2):332-337. https://doi.org/10.1167/iovs.15-18354

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Method of Applying Deep Learning Model (DLM) Trained on OCT Images of Lower Axial Resolution to Images of Higher Axial Resolution without Model Retraining for Retinal Layer Segmentation

Impact of Training Dataset Size on Deep Learning Model’s Performance of Measuring Photoreceptor Outer Segment Metrics in Patients with Retinitis Pigmentosa (RP)

Deep Learning–Facilitated Study of the Rate of Change in Photoreceptor Outer Segment Metrics in RPGR -Related X-Linked Retinitis Pigmentosa

Deep Learning Facilitated Study of the Rate of Change in Photoreceptor Outer Segment (OS) Metrics in X-Linked Retinitis Pigmentosa (xlRP)

Deep Learning Facilitated Study of the Relationship between Visual Field Sensitivity (VFS) and Photoreceptor Outer Segment (OS) Metrics in Retinitis Pigmentosa (RP)

A Hybrid Model Composed of Two Convolutional Neural Networks (CNNs) for Automatic Retinal Layer Segmentation of OCT Images in Retinitis Pigmentosa (RP)

Evaluation of a UNet Convolutional Neural Network (CNN) for Automatic Measurements of Ellipsoid Zone (EZ) Area and Photoreceptor Outer Segment (POS) Volume in X-Linked Retinitis Pigmentosa (xlRP)

Evaluation of Two Convolutional Neural Network (CNN) Models for Automatic Segmentation of Retinal Layers from OCT images in Retinitis Pigmentosa (RP)

Application of a Deep Machine Learning Model for Automatic Measurement of EZ Width in SD-OCT Images of RP

Impaired Fellow Eye Motion Perception and Abnormal Binocular Function

The Rate of Progressive Loss of Central Subfield Thickness (CSFT) and Visual Function in Stargardt Macular Dystrophy (STGD)

A Deep Convolutional Neural Network (CNN) Model for Automatic Measurement of Ellipsoid Zone (EZ) Width in Retinitis Pigmentosa (RP)

Association of Visual Function (VF) with Central Subfield Thickness (CSFT) and Photoreceptor Outer Segment Length (CSFOS) in 3-Month Treatment of Diabetic Macular Edema (DME)

Impaired Fellow Eye Motion Perception in Amblyopic Children is Alleviated by Binocular Treatment

Improved Binocular Outcomes Following Binocular Treatment for Childhood Amblyopia

The Association of Drusen in the Central Subfield (CSF) with Visual Acuity (VA) and Shape Discrimination Hyperacuity (SDH) Deficits

Local variations in rod function and subretinal drusenoid deposits in patients with reticular pseudodrusen (RPD)

Assessing Suppression in Amblyopic Children With a Dichoptic Eye Chart

Shape Discrimination Hyperacuity (SDH) Improvement After Treatment of Diabetic Macular Edema (DME): One-Year Results of the DRAMA Study

Structure/Psychophysical Relationships in X-Linked Retinoschisis

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