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

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

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

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
Copyright © 2024 Association for Research in Vision and Ophthalmology.
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