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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.

ARVO Annual Meeting Abstract June 2024

A simple and efficient treatment for refractory keratitis: Mild Photothermal Loop Therapy

Lei Lin; Liming Xu; Hanwen guo; Yiming Zhong; Yun'e Zhao

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):4125.

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.

Artificial Intelligence January 2023

Deep Learning-Based System for Disease Screening and Pathologic Region Detection From Optical Coherence Tomography Images

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Xiaoming Chen; Ying Xue; Xiaoyan Wu; Yi Zhong; Huiying Rao; Heng Luo; Zuquan Weng
TAGS: deep learning, learning, optical coherence tomography, retinal diseases, screening
Trans. Vis. Sci. Tech.. 2023; 12(1):29. https://doi.org/10.1167/tvst.12.1.29

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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

Glaucoma October 2019

Extracellular Signal-Regulated Kinase 1/2 Pathway Is Insufficiently Involved in the Neuroprotective Effect by Hydrogen Sulfide Supplement in Experimental Glaucoma

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Shouyue Huang; Ping Huang; Huan Yu; Zhongjing Lin; Xiaohong Liu; Xi Shen; Lei Guo; Yisheng Zhong
TAGS: glaucoma, hydrogen sulfide, neuroprotective effect, phosphotransferases, rats, tumor necrosis factors, western blotting, proteins
Invest. Ophthalmol. Vis. Sci.. 2019; 60(13):4346-4359. https://doi.org/10.1167/iovs.19-27507

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

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 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

Laser in Glaucoma and Ocular Hypertension Trial (LIGHT) in China -An Unmasked, Pragmatic Randomized Controlled Trial: Design and Baseline Characteristics

Yangfan Yang; Yuzhen Jiang; Mingkai Lin; Xing Liu; Yanmei Fan; Neil Nathwani; Pingping Liu; Jingjing Huang; Yunlan Ling; Yi Min Zhong; Xiulan Zhang; Yehong Zhuo; Gus Gazzard; Minbin Yu

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):694.

ARVO Annual Meeting Abstract July 2019

Analysis of Visual Outcomes in Children with Primary Congenital Glaucoma

Lei Fang; Xing Liu; Yin Hu; Yi Min Zhong

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):1060.

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.

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

Analysis of BEST1 mutations and clinical features in Chinese patients with multifocal vitelliform retinopathy

Xing Liu; Jingyi Luo; Hui Xiao; Xiaoyu Xu; Yimin Zhong; Wei Wei

Invest. Ophthalmol. Vis. Sci.. 2018; 59(9):5417.

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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)

A simple and efficient treatment for refractory keratitis: Mild Photothermal Loop Therapy

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-Based System for Disease Screening and Pathologic Region Detection From Optical Coherence Tomography Images

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

Extracellular Signal-Regulated Kinase 1/2 Pathway Is Insufficiently Involved in the Neuroprotective Effect by Hydrogen Sulfide Supplement in Experimental Glaucoma

Impaired Fellow Eye Motion Perception and Abnormal Binocular Function

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

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

Laser in Glaucoma and Ocular Hypertension Trial (LIGHT) in China -An Unmasked, Pragmatic Randomized Controlled Trial: Design and Baseline Characteristics

Analysis of Visual Outcomes in Children with Primary Congenital Glaucoma

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

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)

Analysis of BEST1 mutations and clinical features in Chinese patients with multifocal vitelliform retinopathy

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