Recognition of eye diseases based on deep neural networks for transfer learning and improved D-S evidence theory

Recognition of eye diseases based on deep neural networks for transfer learning and improved D-S evidence theory

Abstract Background Human vision has inspired significant advancements in computer vision, yet the human eye is prone to various silent eye diseases. With the advent of deep learning, computer vision for detecting human eye diseases has gained prominence, but most studies have focused only on a limi...

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Bibliographic Details
Main Authors: Fanyu Du, Lishuai Zhao, Hui Luo, Qijia Xing, Jun Wu, Yuanzhong Zhu, Wansong Xu, Wenjing He, Jianfang Wu
Format: Article
Language:English
Published: BMC 2024-01-01
Series:BMC Medical Imaging
Subjects:
Ocular disease
Computer vision
Deep neural networks
D-S evidence theory
Transfer learning
Online Access:https://doi.org/10.1186/s12880-023-01176-2

Internet

https://doi.org/10.1186/s12880-023-01176-2

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