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

PURPOSE: Race disparities in the healthcare system and the resulting inequality in clinical data among different races hinder the ability to generate equitable prediction results. This study aims to reduce healthcare disparities arising from data imbalance by leveraging advanced transfer learning (T...

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Detalles Bibliográficos
Autores principales: Lee, TingFang, Wollstein, Gadi, Madu, Chisom T., Wronka, Andrew, Zheng, Lei, Zambrano, Ronald, Schuman, Joel S., Hu, Jiyuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Association for Research in Vision and Ophthalmology 2023
Materias:
Glaucoma
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10697175/
https://www.ncbi.nlm.nih.gov/pubmed/38038606
http://dx.doi.org/10.1167/tvst.12.12.2

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10697175/
https://www.ncbi.nlm.nih.gov/pubmed/38038606
http://dx.doi.org/10.1167/tvst.12.12.2

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