Optimized Prediction Models from Fundus Imaging and Genetics for Late Age-Related Macular Degeneration

Optimized Prediction Models from Fundus Imaging and Genetics for Late Age-Related Macular Degeneration

Age-related macular degeneration (AMD) is a leading cause of blindness in the developed world. In this study, we compare the performance of retinal fundus images and genetic-information-based machine learning models for the prediction of late AMD. Using data from the Age-related Eye Disease Study, w...

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Bibliographic Details
Main Authors: Arun Govindaiah, Abdul Baten, R. Theodore Smith, Siva Balasubramanian, Alauddin Bhuiyan
Format: Article
Language:English
Published: MDPI AG 2021-11-01
Series:Journal of Personalized Medicine
Subjects:
macular degeneration
genetics
fundus imaging
deep learning
Online Access:https://www.mdpi.com/2075-4426/11/11/1127

Internet

https://www.mdpi.com/2075-4426/11/11/1127

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