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Methods April 2025

Hierarchical Bayesian augmented Hebbian reweighting model of perceptual learning

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Zhong-Lin Lu; Shanglin Yang; Barbara Anne Dosher
TAGS: body weight, hebbian theory, learning, perceptual learning, tissue approximation, linear regression, weight (force), datasets
Journal of Vision. 2025; 25(4):9. https://doi.org/10.1167/jov.25.4.9

Includes: Supplemental Content

Retina January 2025

Perfusion Capacity as a Predictive Index for Assessing Visual Functional Recovery in Patients With Idiopathic Epiretinal Membrane

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Jinlian Zhan; Chen Chen; Tong Wang; Qi Zhang; Xia Huang; Lin Lu; Xiujuan Zhao
TAGS: epiretinal membrane, perfusion, postoperative care, preoperative care, recovery of function, retinal vasculature, vision, surgical procedures, operative
Trans. Vis. Sci. Tech.. 2025; 14(1):19. https://doi.org/10.1167/tvst.14.1.19

Includes: Supplemental Content

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

Article November 2024

How the window of visibility varies around polar angle

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Yuna Kwak; Zhong-Lin Lu; Marisa Carrasco
TAGS: colony-stimulating factors, contrast sensitivity, meridians, shape
Journal of Vision. 2024; 24(12):4. https://doi.org/10.1167/jov.24.12.4

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 September 2024

Identifying Component Processes in Perceptual Learning with Non-parametric Bayesian Modeling of the Learning Curve in a Yes-No task with Method of Constant Stimuli

Yukai Zhao; Jia Yang; Fang-Fang Yan; Chang-Bing Huang; Barbara Anne Dosher; Zhong-Lin Lu

Journal of Vision. 2024; 24(10):750. https://doi.org/10.1167/jov.24.10.750

Vision Sciences Society Annual Meeting Abstract September 2024

Hierarchical Gaussian Process Model for Human Retinotopic Mapping

Sebastian Waz; Yalin Wang; Zhong-Lin Lu

Journal of Vision. 2024; 24(10):593. https://doi.org/10.1167/jov.24.10.593

Vision Sciences Society Annual Meeting Abstract September 2024

Learning and transfer between different external noise levels in orientation perceptual learning

Jiajuan Liu; Zhong-Lin Lu; Barbara Dosher

Journal of Vision. 2024; 24(10):363. https://doi.org/10.1167/jov.24.10.363

Vision Sciences Society Annual Meeting Abstract September 2024

Hierarchical Bayesian Augmented Hebbian Reweighting Model of Perceptual Learning

Zhong-Lin Lu; Shanglin Yang; Barbara Dosher

Journal of Vision. 2024; 24(10):325. https://doi.org/10.1167/jov.24.10.325

Vision Sciences Society Annual Meeting Abstract September 2024

Visual Inputs Reconstructing through Enhanced 3T fMRI Data from Optimal Transport Guided Generative Adversarial Network

Yujian Xiong; Wenhui Zhu; Yalin Wang; Zhong-Lin Lu

Journal of Vision. 2024; 24(10):1478. https://doi.org/10.1167/jov.24.10.1478

Vision Sciences Society Annual Meeting Abstract September 2024

Single object attention narrows the perceptual template, improves external noise exclusion and enhances the stimulus relative to dual object attention

Barbara Dosher; Songmei Han; Zhong-Lin Lu

Journal of Vision. 2024; 24(10):1265. https://doi.org/10.1167/jov.24.10.1265

Vision Sciences Society Annual Meeting Abstract September 2024

Diffeomorphic Registration Enhances Retinotopic Mapping in 3T

Negar Jalili Mallak; Zhong-Lin Lu; Yalin Wang

Journal of Vision. 2024; 24(10):1057. https://doi.org/10.1167/jov.24.10.1057

Artificial Intelligence September 2024

A Novel Artificial Intelligence-Based Classification of Highly Myopic Eyes Based on Visual Function and Fundus Features

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Jiaqi Meng; Yunxiao Song; Wenwen He; Zhong-Lin Lu; Yuxi Chen; Ling Wei; Keke Zhang; Jiao Qi; Yu Du; Yi Lu; Xiangjia Zhu
TAGS: eye, myopia, vision, intelligence
Trans. Vis. Sci. Tech.. 2024; 13(9):12. https://doi.org/10.1167/tvst.13.9.12

Includes: Supplemental Content

Article June 2024

Transfer of visual perceptual learning over a task-irrelevant feature through feature-invariant representations: Behavioral experiments and model simulations

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Jiajuan Liu; Zhong-Lin Lu; Barbara Dosher
TAGS: spatial frequency, transfer technique, training, learning, perceptual learning
Journal of Vision. 2024; 24(6):17. https://doi.org/10.1167/jov.24.6.17

Includes: Supplemental Content

ARVO Annual Meeting Abstract June 2024

Quantifying the Functional Relationship between Visual Acuity and Contrast Sensitivity Function

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

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):5456.

ARVO Annual Meeting Abstract June 2024

Reducing Test-Retest Variability of the E-ETDRS Test with Hierarchical Bayesian Modeling

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

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):5463.

ARVO Annual Meeting Abstract June 2024

Proteomics discovery of putative Müller glia synaptogenic factors to develop future retinal repair strategies

Emily Welby; Linda Berg Luecke; Melinda Melinda Wojtkiewicz; Rebekah L Gundry; David M Gamm; Brian Link; Allison D Ebert

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):1651.

Methods May 2024

Enabling identification of component processes in perceptual learning with nonparametric hierarchical Bayesian modeling

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Yukai Zhao; Jiajuan Liu; Barbara Anne Dosher; Zhong-Lin Lu
TAGS: learning, perceptual learning, training, temporal resolution
Journal of Vision. 2024; 24(5):8. https://doi.org/10.1167/jov.24.5.8

Includes: Supplemental Content

Eye Movements, Strabismus, Amblyopia and Neuro-ophthalmology May 2024

Novel Quantitative Contrast Sensitivity Function Enhances the Prediction of Treatment Outcome and Recurrence in Amblyopia

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Jing Liu; Chencui Huang; Susan A. Cotter; Lily Y. L. Chan; Yizhou Yu; Yu Jia; Qingqing Ye; Lei Feng; Ying Yao; Rengang Jiang; Chutong Xiao; Zixuan Xu; Yijing Zhuang; Yunsi He; Yusong Zhou; Xiaolan Chen; Junpeng Yuan; Yun Wen; Wentong Yu; Yangfei Pang; Zhong-Lin Lu; Benjamin Thompson; Jinrong Li
TAGS: amblyopia, contrast sensitivity, recurrence, treatment outcome
Invest. Ophthalmol. Vis. Sci.. 2024; 65(5):31. https://doi.org/10.1167/iovs.65.5.31

Includes: Supplemental Content

Artificial Intelligence April 2024

Quantitative Assessment of Fundus Tessellated Density in Highly Myopic Glaucoma Using Deep Learning

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Xiaohong Chen; Xuhao Chen; Jianqi Chen; Zhidong Li; Shaofen Huang; Xinyue Shen; Yue Xiao; Zhenquan Wu; Yingting Zhu; Lin Lu; Yehong Zhuo
TAGS: deep learning, frontotemporal dementia, glaucoma, myopia
Trans. Vis. Sci. Tech.. 2024; 13(4):17. https://doi.org/10.1167/tvst.13.4.17

Includes: Supplemental Content

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Hierarchical Bayesian augmented Hebbian reweighting model of perceptual learning

Perfusion Capacity as a Predictive Index for Assessing Visual Functional Recovery in Patients With Idiopathic Epiretinal Membrane

Using Hierarchical Bayesian Modeling to Enhance Statistical Inference on Contrast Sensitivity

How the window of visibility varies around polar angle

Quantifying the Functional Relationship Between Visual Acuity and Contrast Sensitivity Function

Identifying Component Processes in Perceptual Learning with Non-parametric Bayesian Modeling of the Learning Curve in a Yes-No task with Method of Constant Stimuli

Hierarchical Gaussian Process Model for Human Retinotopic Mapping

Learning and transfer between different external noise levels in orientation perceptual learning

Hierarchical Bayesian Augmented Hebbian Reweighting Model of Perceptual Learning

Visual Inputs Reconstructing through Enhanced 3T fMRI Data from Optimal Transport Guided Generative Adversarial Network

Single object attention narrows the perceptual template, improves external noise exclusion and enhances the stimulus relative to dual object attention

Diffeomorphic Registration Enhances Retinotopic Mapping in 3T

A Novel Artificial Intelligence-Based Classification of Highly Myopic Eyes Based on Visual Function and Fundus Features

Transfer of visual perceptual learning over a task-irrelevant feature through feature-invariant representations: Behavioral experiments and model simulations

Quantifying the Functional Relationship between Visual Acuity and Contrast Sensitivity Function

Reducing Test-Retest Variability of the E-ETDRS Test with Hierarchical Bayesian Modeling

Proteomics discovery of putative Müller glia synaptogenic factors to develop future retinal repair strategies

Enabling identification of component processes in perceptual learning with nonparametric hierarchical Bayesian modeling

Novel Quantitative Contrast Sensitivity Function Enhances the Prediction of Treatment Outcome and Recurrence in Amblyopia

Quantitative Assessment of Fundus Tessellated Density in Highly Myopic Glaucoma Using Deep Learning

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