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

Author:

Lee TingFang12,Wollstein Gadi134,Madu Chisom T.1,Wronka Andrew1,Zheng Lei1,Zambrano Ronald1,Schuman Joel S.5,Hu Jiyuan2

Affiliation:

1. Department of Ophthalmology, NYU Langone Health, New York, NY, USA

2. Departments of Population Health, NYU Langone Health, New York, NY, USA

3. Center of Neural Science, NYU College of Arts and Sciences, New York, NY, USA

4. Department of Biomedical Engineering, NYU Tandon School of Engineering, Brooklyn, NY, USA

5. Glaucoma Service, Wills Eye Hospital, Philadelphia, PA, USA

Publisher

Association for Research in Vision and Ophthalmology (ARVO)

Subject

Ophthalmology,Biomedical Engineering

Reference36 articles.

1. Social determinants associated with loss of an eye in the United States using the All of Us nationwide database;Chan;Orbit,2022

2. Socio-demographic disparities in amblyopia prevalence among 1.5 million adolescents;Nitzan;Eur J Public Health,2021

3. Racial and socioeconomic disparities in visual impairment in the United States;Uhr;Ophthalmology,2021

4. Disparities in adult vision health in the United States;Zambelli-Weiner;Am J Ophthalmol,2012

5. Vision health disparities in the United States by race/ethnicity, education, and economic status: findings from two nationally representative surveys;Zhang;Am J Ophthalmol,2011

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