Automated fundus ultrasound image classification based on siamese convolutional neural networks with multi-attention

Automated fundus ultrasound image classification based on siamese convolutional neural networks with multi-attention

Abstract Fundus ultrasound image classification is a critical issue in the medical field. Vitreous opacity (VO) and posterior vitreous detachment (PVD) are two common eye diseases, Now, the diagnosis of these two diseases mainly relies on manual identification by doctors. This method has the disadva...

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Bibliographic Details
Main Authors: Jiachen Tan, Yongquan Dong, Junchi Li
Format: Article
Language:English
Published: BMC 2023-07-01
Series:BMC Medical Imaging
Subjects:
Fundus ultrasound images
Image classification
Deep learning
Siamese network
Online Access:https://doi.org/10.1186/s12880-023-01047-w

Internet

https://doi.org/10.1186/s12880-023-01047-w

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