Clinical and Epidemiologic Research

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Glaucoma December 2023

Reducing Ophthalmic Health Disparities Through Transfer Learning: A Novel Application to Overcome Data Inequality

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TingFang Lee; Gadi Wollstein; Chisom T. Madu; Andrew Wronka; Lei Zheng; Ronald Zambrano; Joel S. Schuman; Jiyuan Hu
TAGS: eye, health disparity, imbalance, learning, transfer technique
Trans. Vis. Sci. Tech.. 2023; 12(12):2. https://doi.org/10.1167/tvst.12.12.2

Retina November 2023

Evaluation of an Automated Choroid Segmentation Algorithm in a Longitudinal Kidney Donor and Recipient Cohort

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Jamie Burke; Dan Pugh; Tariq Farrah; Charlene Hamid; Emily Godden; Thomas J. MacGillivray; Neeraj Dhaun; J. Kenneth Baillie; Stuart King; Ian J. C. MacCormick
TAGS: choroid, cohort studies, kidney donors, renal function, donors
Trans. Vis. Sci. Tech.. 2023; 12(11):19. https://doi.org/10.1167/tvst.12.11.19

Includes: Supplemental Content

Review July 2023

A Systematic Review and Meta-Analysis of Applying Deep Learning in the Prediction of the Risk of Cardiovascular Diseases From Retinal Images

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Wenyi Hu; Fabian S. L. Yii; Ruiye Chen; Xinyu Zhang; Xianwen Shang; Katerina Kiburg; Ekaterina Woods; Algis Vingrys; Lei Zhang; Zhuoting Zhu; Mingguang He
TAGS: cardiovascular diseases, deep learning, heart disease risk factors, meta-analysis, systematic reviews
Trans. Vis. Sci. Tech.. 2023; 12(7):14. https://doi.org/10.1167/tvst.12.7.14

Includes: Supplemental Content

Retina July 2023

Geographic Atrophy Segmentation Using Multimodal Deep Learning

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Theodore Spaide; Jiaxiang Jiang; Jasmine Patil; Neha Anegondi; Verena Steffen; Michael G. Kawczynski; Elizabeth M. Newton; Christina Rabe; Simon S. Gao; Aaron Y. Lee; Frank G. Holz; SriniVas Sadda; Steffen Schmitz-Valckenberg; Daniela Ferrara
TAGS: atrophy, datasets, deep learning, screening, training, diagnostic imaging
Trans. Vis. Sci. Tech.. 2023; 12(7):10. https://doi.org/10.1167/tvst.12.7.10

Includes: Supplemental Content

Retina July 2023

Quantitative Fundus Autofluorescence in Systemic Chloroquine/Hydroxychloroquine Therapy: One Year Follow-Up

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Victoria Radun; Andreas Berlin; Ioana-Sandra Tarau; Nikolai Kleefeldt; Clara Reichel; Jost Hillenkamp; Frank G. Holz; Kenneth R. Sloan; Marlene Saßmannshausen; Thomas Ach
TAGS: chloroquine, follow-up, fundus autofluorescence imaging, hydroxychloroquine, longitudinal studies
Trans. Vis. Sci. Tech.. 2023; 12(7):8. https://doi.org/10.1167/tvst.12.7.8

Includes: Supplemental Content

Neuro-ophthalmology May 2023

Visual Field Pointwise Analysis of the Idiopathic Intracranial Hypertension Weight Trial (IIH:WT)

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Susan P. Mollan; Samuel Bodoza; Áine Ní Mhéalóid; James L. Mitchell; Neil R. Miller; Giovanni Montesano; David P. Crabb; Michael Wall; Kristian Brock; Alexandra J. Sinclair
TAGS: body weight, cohort studies, pseudotumor cerebri, visual fields, weight (force)
Trans. Vis. Sci. Tech.. 2023; 12(5):1. https://doi.org/10.1167/tvst.12.5.1

Retina March 2023

Racial Disparities in Barriers to Care for Patients With Diabetic Retinopathy in a Nationwide Cohort

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Bonnie B. Huang; Bharanidharan Radha Saseendrakumar; Arash Delavar; Sally L. Baxter
TAGS: cohort studies, diabetic retinopathy, racial disparities, surveys, health services accessibility, social determinants of health, hispanics or latinos, ethnic group
Trans. Vis. Sci. Tech.. 2023; 12(3):14. https://doi.org/10.1167/tvst.12.3.14

Includes: Supplemental Content

Artificial Intelligence March 2023

AxoNet 2.0: A Deep Learning-Based Tool for Morphometric Analysis of Retinal Ganglion Cell Axons

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Vidisha Goyal; A. Thomas Read; Matthew D. Ritch; Bailey G. Hannon; Gabriela Sanchez Rodriguez; Dillon M. Brown; Andrew J. Feola; Adam Hedberg-Buenz; Grant A. Cull; Juan Reynaud; Mona K. Garvin; Michael G. Anderson; Claude F. Burgoyne; C. Ross Ethier
TAGS: axon, datasets, learning
Trans. Vis. Sci. Tech.. 2023; 12(3):9. https://doi.org/10.1167/tvst.12.3.9

Includes: Supplemental Content

Retina February 2023

Associations Between HbA1c Across the Normal Range, Diagnosed, and Undiagnosed Diabetes and Retinal Layer Thickness in UK Biobank Cohort

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Sharon Y.L. Chua; Paul Welsh; Zihan Sun; Konstantinos Balaskas; Alasdair Warwick; David Steel; Sobha Sivaprasad; Roomasa Channa; Tony Ko; Naveed Sattar; Anthony P. Khawaja; Paul J. Foster; Praveen J. Patel; on behalf of The UK Biobank Eye and Vision Consortium
TAGS: biobanks, cohort studies, diabetes mellitus, diabetes mellitus, type 2, hemoglobin a, glycosylated, undiagnosed
Trans. Vis. Sci. Tech.. 2023; 12(2):25. https://doi.org/10.1167/tvst.12.2.25

Includes: Supplemental Content

Retina January 2023

Geometric Morphometrics Can Predict Postoperative Visual Acuity Changes in Patients With Epiretinal Membrane: A Retrospective Study

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Sugao Miyagi; Akio Oishi; Eiko Tsuiki; Takashi Kitaoka
TAGS: epiretinal membrane, postoperative care, retrospective studies, shape, visual acuity
Trans. Vis. Sci. Tech.. 2023; 12(1):24. https://doi.org/10.1167/tvst.12.1.24

Retina December 2022

Accelerated Peripapillary Retinal Nerve Fiber Layer Degeneration in Patients With Chronic Kidney Disease: A 2-Year Longitudinal Study

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Ling Yeung; I-Wen Wu; Chun-Fu Liu; Yu-Tze Lin; Chin-Chan Lee; Chi-Chin Sun
TAGS: kidney failure, chronic, tissue degeneration, longitudinal studies, retinal nerve fiber layer
Trans. Vis. Sci. Tech.. 2022; 11(12):10. https://doi.org/10.1167/tvst.11.12.10

Includes: Supplemental Content

Letters to the Editor October 2022

Author Response: Expected Improvement in Structure-Function Agreement With Macular Displacement Models

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Janelle Tong; Jack Phu; David Alonso-Caneiro; Sieu K. Khuu; Michael Kalloniatis
TAGS: exercise, retinal ganglion cells, visual fields, myopia, glaucoma, perimetry, cohort studies, diopters, functional measures, patient isolation
Trans. Vis. Sci. Tech.. 2022; 11(10):15. https://doi.org/10.1167/tvst.11.10.15

Retina July 2022

The Relationship Between Fetal Growth and Retinal Nerve Fiber Layer Thickness in a Cohort of Young Adults

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Kathleen I. C. Dyer; Paul G. Sanfilippo; Seyhan Yazar; Jamie E. Craig; Alex W. Hewitt; John P. Newnham; David A. Mackey; Samantha S. Y. Lee
TAGS: cohort studies, fetal growth, retinal nerve fiber layer, young adult, pregnancy, birth weight, fetus
Trans. Vis. Sci. Tech.. 2022; 11(7):8. https://doi.org/10.1167/tvst.11.7.8

Includes: Supplemental Content

Articles May 2022

Prediction of Retinal Ganglion Cell Counts Considering Various Displacement Methods From OCT-Derived Ganglion Cell–Inner Plexiform Layer Thickness

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Janelle Tong; Jack Phu; David Alonso-Caneiro; Sieu K. Khuu; Michael Kalloniatis
TAGS: cohort studies, ganglia, meridians, retinal cone, retinal ganglion cells
Trans. Vis. Sci. Tech.. 2022; 11(5):13. https://doi.org/10.1167/tvst.11.5.13

Includes: Supplemental Content

Articles April 2022

Clinical Evaluations of Macular Structure-Function Concordance With and Without Drasdo Displacement

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Janelle Tong; Jack Phu; David Alonso-Caneiro; Sieu K. Khuu; Michael Kalloniatis
TAGS: cohort studies, demography, eye, ganglia, glaucoma, macula lutea, maps, regression analysis, sensitivity and specificity, software
Trans. Vis. Sci. Tech.. 2022; 11(4):18. https://doi.org/10.1167/tvst.11.4.18

Includes: Supplemental Content

Articles February 2022

Retinal Oxygen Delivery and Extraction in Ophthalmologically Healthy Subjects With Different Blood Pressure Status

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Konstantinos Pappelis; Nomdo M. Jansonius
TAGS: blood pressure, did not receive therapy or drug, hypotension, oxygen delivery, eye, oxygen saturation measurement
Trans. Vis. Sci. Tech.. 2022; 11(2):9. https://doi.org/10.1167/tvst.11.2.9

Includes: Supplemental Content

Articles January 2022

Prevalence of RPGR -Mediated Retinal Dystrophy in an Unselected Cohort of Over 5000 Patients

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Sari Tuupanen; Kimberly Gall; Johanna Sistonen; Inka Saarinen; Kati Kämpjärvi; Kirsty Wells; Katja Merkkiniemi; Pernilla von Nandelstadh; Laura Sarantaus; Johanna Känsäkoski; Emma Mårtenson; Hanna Västinsalo; Jennifer Schleit; Eeva-Marja Sankila; Annakarin Kere; Heidi Junnila; Pauli Siivonen; Margarita Andreevskaya; Ville Kytölä; Mikko Muona; Pertteli Salmenperä; Samuel Myllykangas; Juha Koskenvuo; Tero-Pekka Alastalo
TAGS: cohort studies, prevalence, retinal dystrophies
Trans. Vis. Sci. Tech.. 2022; 11(1):6. https://doi.org/10.1167/tvst.11.1.6

Includes: Supplemental Content

Articles October 2021

Choroidal Vascularity Index in Different Cohorts of Dry Age-Related Macular Degeneration

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Riccardo Sacconi; Giovanna Vella; Marco Battista; Enrico Borrelli; Siva Balasubramanian; Lea Querques; Francesco Bandello; Giuseppe Querques
TAGS: age-related macular degeneration, cohort studies, cortical blindness, drusen
Trans. Vis. Sci. Tech.. 2021; 10(12):26. https://doi.org/10.1167/tvst.10.12.26

Articles August 2021

Deep Learning for Automated Diabetic Retinopathy Screening Fused With Heterogeneous Data From EHRs Can Lead to Earlier Referral Decisions

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Min-Yen Hsu; Jeng-Yuan Chiou; Jung-Tzu Liu; Chee-Ming Lee; Ya-Wen Lee; Chien-Chih Chou; Shih-Chang Lo; Edy Kornelius; Yi-Sun Yang; Sung-Yen Chang; Yu-Cheng Liu; Chien-Ning Huang; Vincent S. Tseng
TAGS: deep learning, diabetic retinopathy screening, electronic medical records, heterogeneity, patient referral
Trans. Vis. Sci. Tech.. 2021; 10(9):18. https://doi.org/10.1167/tvst.10.9.18

Articles July 2021

New Polygenic Risk Score to Predict High Myopia in Singapore Chinese Children

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Carla Lanca; Irfahan Kassam; Karina Patasova; Li-Lian Foo; Jonathan Li; Marcus Ang; Quan V. Hoang; Yik-Ying Teo; Pirro G. Hysi; Seang-Mei Saw
TAGS: child, chinese (other dialects), myopia, singapore, chinese people, cohort studies
Trans. Vis. Sci. Tech.. 2021; 10(8):26. https://doi.org/10.1167/tvst.10.8.26

Includes: Supplemental Content

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Reducing Ophthalmic Health Disparities Through Transfer Learning: A Novel Application to Overcome Data Inequality

Evaluation of an Automated Choroid Segmentation Algorithm in a Longitudinal Kidney Donor and Recipient Cohort

A Systematic Review and Meta-Analysis of Applying Deep Learning in the Prediction of the Risk of Cardiovascular Diseases From Retinal Images

Geographic Atrophy Segmentation Using Multimodal Deep Learning

Quantitative Fundus Autofluorescence in Systemic Chloroquine/Hydroxychloroquine Therapy: One Year Follow-Up

Visual Field Pointwise Analysis of the Idiopathic Intracranial Hypertension Weight Trial (IIH:WT)

Racial Disparities in Barriers to Care for Patients With Diabetic Retinopathy in a Nationwide Cohort

AxoNet 2.0: A Deep Learning-Based Tool for Morphometric Analysis of Retinal Ganglion Cell Axons

Associations Between HbA1c Across the Normal Range, Diagnosed, and Undiagnosed Diabetes and Retinal Layer Thickness in UK Biobank Cohort

Geometric Morphometrics Can Predict Postoperative Visual Acuity Changes in Patients With Epiretinal Membrane: A Retrospective Study

Accelerated Peripapillary Retinal Nerve Fiber Layer Degeneration in Patients With Chronic Kidney Disease: A 2-Year Longitudinal Study

Author Response: Expected Improvement in Structure-Function Agreement With Macular Displacement Models

The Relationship Between Fetal Growth and Retinal Nerve Fiber Layer Thickness in a Cohort of Young Adults

Prediction of Retinal Ganglion Cell Counts Considering Various Displacement Methods From OCT-Derived Ganglion Cell–Inner Plexiform Layer Thickness

Clinical Evaluations of Macular Structure-Function Concordance With and Without Drasdo Displacement

Retinal Oxygen Delivery and Extraction in Ophthalmologically Healthy Subjects With Different Blood Pressure Status

Prevalence of RPGR -Mediated Retinal Dystrophy in an Unselected Cohort of Over 5000 Patients

Choroidal Vascularity Index in Different Cohorts of Dry Age-Related Macular Degeneration

Deep Learning for Automated Diabetic Retinopathy Screening Fused With Heterogeneous Data From EHRs Can Lead to Earlier Referral Decisions

New Polygenic Risk Score to Predict High Myopia in Singapore Chinese Children

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