Federated Learning in Ocular Imaging: Current Progress and Future Direction

Federated Learning in Ocular Imaging: Current Progress and Future Direction

Advances in artificial intelligence deep learning (DL) have made tremendous impacts on the field of ocular imaging over the last few years. Specifically, DL has been utilised to detect and classify various ocular diseases on retinal photographs, optical coherence tomography (OCT) images, and OCT-ang...

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Bibliographic Details
Main Authors: Truong X. Nguyen, An Ran Ran, Xiaoyan Hu, Dawei Yang, Meirui Jiang, Qi Dou, Carol Y. Cheung
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Diagnostics
Subjects:
federated learning
deep learning
ocular imaging
ophthalmology
data security
patient privacy
Online Access:https://www.mdpi.com/2075-4418/12/11/2835

Internet

https://www.mdpi.com/2075-4418/12/11/2835

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