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Artificial Intelligence

Eye-Rubbing Detection Using a Smartwatch: A Feasibility Study Demonstrated High Accuracy With Machine Learning Open Access

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Sina Elahi; Tom Mery; Christophe Panthier; Alain Saad; Damien Gatinel; Alexandre Alahi

Tags: attention, datasets, eye, feasibility studies, machine learning

Translational Vision Science & Technology September 2024, Vol.13, 1. doi:https://doi.org/10.1167/tvst.13.9.1

Prediction of Post-Treatment Visual Acuity in Age-Related Macular Degeneration Patients With an Interpretable Machine Learning Method Open Access

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Najung Kim; Minsub Lee; Hyewon Chung; Hyung Chan Kim; Hyungwoo Lee

Tags: age-related macular degeneration, anti-vascular endothelial growth factor therapy, cohort studies, diagnostic imaging, drug loading dose

Translational Vision Science & Technology September 2024, Vol.13, 3. doi:https://doi.org/10.1167/tvst.13.9.3

Beyond PhacoTrainer: Deep Learning for Enhanced Trabecular Meshwork Detection in MIGS Videos Open Access

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Su Kara; Michael Yang; Hsu-Hang Yeh; Simmi Sen; Hannah H. Hwang; Sophia Y. Wang

Tags: deep learning, learning, surgical procedures, operative, trabecular meshwork, transfer technique

Translational Vision Science & Technology September 2024, Vol.13, 5. doi:https://doi.org/10.1167/tvst.13.9.5

ChoroidSeg-ViT: A Transformer Model for Choroid Layer Segmentation Based on a Mixed Attention Feature Enhancement Mechanism Open Access

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Zhaolin Lu; Tao Liu; Yewen Ni; Haiyang Liu; Lina Guan

Tags: attention, choroid, datasets, semantics, ablation

Translational Vision Science & Technology September 2024, Vol.13, 7. doi:https://doi.org/10.1167/tvst.13.9.7

Long-Term Rate of Optic Disc Rim Loss in Glaucoma Patients Measured From Optic Disc Photographs With a Deep Neural Network Open Access

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Sang Wook Jin; Ella Bouris; Esteban Morales; Joseph Caprioli

Tags: glaucoma, optic disk, neuroretinal rim, radar

Translational Vision Science & Technology September 2024, Vol.13, 9. doi:https://doi.org/10.1167/tvst.13.9.9

Generalizable Deep Learning for the Detection of Incomplete and Complete Retinal Pigment Epithelium and Outer Retinal Atrophy: A MACUSTAR Report Open Access

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Coen de Vente; Philippe Valmaggia; Carel B. Hoyng; Frank G. Holz; Mohammad M. Islam; Caroline C. W. Klaver; Camiel J. F. Boon; Steffen Schmitz-Valckenberg; Adnan Tufail; Marlene Saßmannshausen; Clara I. Sánchez; on behalf of the MACUSTAR Consortium

Tags: datasets, deep learning, eye, retinal atrophy, retinal pigment epithelium

Translational Vision Science & Technology September 2024, Vol.13, 11. doi:https://doi.org/10.1167/tvst.13.9.11

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

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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

Translational Vision Science & Technology September 2024, Vol.13, 12. doi:https://doi.org/10.1167/tvst.13.9.12

Prediction of Axial Length From Macular Optical Coherence Tomography Using Deep Learning Model Open Access

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Richul Oh; Myeongkyun Kang; Jeeyun Ahn; Eun Kyoung Lee; Kunho Bae; Un Chul Park; Kyu Hyung Park; Chang Ki Yoon

Tags: deep learning, optical coherence tomography, eye

Translational Vision Science & Technology September 2024, Vol.13, 14. doi:https://doi.org/10.1167/tvst.13.9.14

A Meta-Learning Approach for Classifying Multimodal Retinal Images of Retinal Vein Occlusion With Limited Data Open Access

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Danba Jiachu; Li Luo; Meng Xie; Xiaoling Xie; Jinming Guo; Hehua Ye; Kebo Cai; Lingling Zhou; Gang Song; Feng Jiang; Danqing Huang; Mingzhi Zhang; Ce Zheng

Tags: datasets, learning, retinal vein occlusion, training

Translational Vision Science & Technology September 2024, Vol.13, 22. doi:https://doi.org/10.1167/tvst.13.9.22

Cornea & External Disease

The Effect of Amniotic Membrane Transplantation or Conjunctival Autografts on the Tear Mucins MUC5A and MUC2 After Pterygium Resection: A Six-Month Follow-Up Open Access

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Ángel Nava-Castañeda; Lilia Garnica-Hayashi; Noé Santiago-Rea; Edric González-Mondragón; Beatriz Buentello-Volante; Fátima Sofía Magaña-Guerrero; Yonathan Garfias

Tags: conjunctiva, mucins, pterygium, transplantation, transplantation, autologous

Translational Vision Science & Technology September 2024, Vol.13, 10. doi:https://doi.org/10.1167/tvst.13.9.10

Causal Association Between Atopic Dermatitis and Keratoconus: A Mendelian Randomization Study Open Access

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Yuan Chang; Tianze Huang; Shan Yang; Ying Li; Di Chen

Tags: atopic dermatitis, keratoconus, mendelian randomization analysis, genome-wide association study, datasets

Translational Vision Science & Technology September 2024, Vol.13, 13. doi:https://doi.org/10.1167/tvst.13.9.13

Drug-Related Keratitis: A Real-World FDA Adverse Event Reporting System Database Study Open Access

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Shi-Nan Wu; Xiao-Dong Chen; Qing-He Zhang; Yu-Qian Wang; Dan Yan; Chang-Sheng Xu; Shao-Pan Wang; Linfangzi Zhu; Dan-Yi Qin; Shu-Jia Guo; Lin Chen; Yu-Wen Liu; Caihong Huang; Jiaoyue Hu; Zuguo Liu

Tags: keratitis, united states food and drug administration, incident reporting

Translational Vision Science & Technology September 2024, Vol.13, 17. doi:https://doi.org/10.1167/tvst.13.9.17

Glaucoma

Assessing Visual Crowding in Participants With Preperimetric Glaucoma Using Eye Movement and Manual Response Paradigms Open Access

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Dilce Tanriverdi; Khaldoon O. Al-Nosairy; Michael B. Hoffmann; Frans W. Cornelissen

Tags: crowding, eye movement, glaucoma, visual crowding

Translational Vision Science & Technology September 2024, Vol.13, 8. doi:https://doi.org/10.1167/tvst.13.9.8

Effects of Telmisartan on Intraocular Pressure, Blood Pressure, and Ocular Perfusion Pressure in Normal and Glaucomatous Cats Open Access

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Kazuya Oikawa; Julie A. Kiland; Virginia Mathu; Odalys Torne; Colton Wickland; Sarah Neufcourt; Chloë Mitro; Ryan Lopez; Gillian J. McLellan

Tags: angiotensin receptor antagonists, cats, glaucoma, intraocular pressure, telmisartan

Translational Vision Science & Technology September 2024, Vol.13, 15. doi:https://doi.org/10.1167/tvst.13.9.15

Lamina Cribrosa Microstructure in Nonhuman Primates With Naturally Occurring Peripapillary Retinal Nerve Fiber Layer Thinning Open Access

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Palaiologos Alexopoulos; Arthur G. Fernandes; Zeinab Ghassabi; Ronald Zambrano; Anse Vellappally; Eitan Shemuelian; TingFang Lee; Jiyuan Hu; Armando Burgos-Rodriguez; Melween I. Martinez; Joel S. Schuman; Amanda D. Melin; James P. Higham; John Danias; Gadi Wollstein

Tags: cribriform plate, eye, glaucoma, primates, retinal nerve fiber layer

Translational Vision Science & Technology September 2024, Vol.13, 23. doi:https://doi.org/10.1167/tvst.13.9.23

Low Vision Rehabilitation

Estimating Visual Acuity Without a Visual Acuity Chart Open Access

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Yueh-Hsun Wu; Deyue Yu; Judith E. Goldstein; MiYoung Kwon; Micaela Gobeille; Emily Watson; Luc Waked; Rachel Gage; Chun Wang; Gordon E. Legge

Tags: surveys, vision, visual acuity, visual impairment

Translational Vision Science & Technology September 2024, Vol.13, 20. doi:https://doi.org/10.1167/tvst.13.9.20

Public Health

Seeing in Color: Inclusion and Characterization of Hereditary Eye Disease in African Americans Open Access

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Agnes C. Owete; Raisa Ionin; Laryssa A. Huryn; Catherine A. Cukras; Delphine Blain; Aime R. Agather; Robert B. Hufnagel; Brian P. Brooks; Kristen Nwanyanwu; Wadih M. Zein

Tags: african american, color, eye diseases, hereditary

Translational Vision Science & Technology September 2024, Vol.13, 4. doi:https://doi.org/10.1167/tvst.13.9.4

Retina

Efficacy of Foldable Capsular Vitreous Body Implants Filled With Light or Heavy Silicone Oil in the Treatment of Silicone Oil-dependent Eyes Open Access

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Haomin Lu; Yanan Shen; Pan Fan; Minghao Sun; Zhongyu Zhang; Bo Jiang; Dawei Sun

Tags: eye, implants, postoperative care, silicone oils, silicones

Translational Vision Science & Technology September 2024, Vol.13, 2. doi:https://doi.org/10.1167/tvst.13.9.2

Impact of the Coronavirus Disease 2019 Pandemic on Outpatient Visits for Diabetic Retinopathy in Japan: A Retrospective Cohort Study Open Access

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Kunihiko Hirosawa; Takenori Inomata; Yasutsugu Akasaki; Jaemyoung Sung; Alan Yee; Masao Iwagami; Ken Nagino; Yuichi Okumura; Keiichi Fujimoto; Akie Midorikawa-Inomata; Atsuko Eguchi; Hurramhon Shokirova; Kenta Fujio; Tianxiang Huang; Yuki Morooka; Hiroyuki Kobayashi; Akira Murakami; Shintaro Nakao

Tags: cohort studies, retrospective, covid-19, diabetes mellitus, diabetes mellitus, type 2, diabetic retinopathy

Translational Vision Science & Technology September 2024, Vol.13, 6. doi:https://doi.org/10.1167/tvst.13.9.6

Preoperative OCT-Derived Nasal Perifoveal Retinal Nerve Fiber Layer Thickness Predictively Correlates Long-Term Visual Acuity Post Oil Removal Surgery Open Access

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Shuoyang Wang; Zilin Wang; Huixun Jia; Hong Wang; Tong Li; Junran Sun; Xiaodong Sun

Tags: nose, preoperative care, retinal nerve fiber layer, silicone oils, surgical procedures, operative

Translational Vision Science & Technology September 2024, Vol.13, 16. doi:https://doi.org/10.1167/tvst.13.9.16

Establishing Clinical Trial Endpoints in Selecting Patients for RPGR Retinal Gene Therapy Open Access

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Evita Evangelia Christou; Amandeep S. Josan; Jasmina Cehajic-Kapetanovic; Robert E. MacLaren

Tags: gene therapy, retinitis pigmentosa, surrogate endpoints

Translational Vision Science & Technology September 2024, Vol.13, 18. doi:https://doi.org/10.1167/tvst.13.9.18

Characterization of Vortex Vein Drainage System in Healthy Individuals Imaged by Ultra-Widefield Optical Coherence Tomography Angiography Open Access

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Zhonghua Luo; Yue Xu; Xiaomei Xiong; Shengsong Huang; Subinuer Alimu; Jinli Cui; Kun Xu; Ching-Kit Tsui; Shuxin Fan; Kaixuan Cui; Shanshan Yu; Xiaoling Liang

Tags: angiogram, discharge, body substance, drainage procedure, eye, optical coherence tomography

Translational Vision Science & Technology September 2024, Vol.13, 19. doi:https://doi.org/10.1167/tvst.13.9.19

Clinical Trials

Peripheral Superficial Retina Vascular Density and Area of Radial Peripapillary Capillaries Changes in Myopic Individuals: A Wide-Field OCT Angiography Study Open Access

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Jingsai Gu; Yishuang Xu; Di Xiao; Yang Wang; Wenwen Lei; Zhen Chen; Dihao Hua

Tags: angiogram, blood capillaries, diopters, myopia, retina

Translational Vision Science & Technology September 2024, Vol.13, 21. doi:https://doi.org/10.1167/tvst.13.9.21

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