Automatic diagnosis of keratitis using object localization combined with cost-sensitive deep attention convolutional neural network

Automatic diagnosis of keratitis using object localization combined with cost-sensitive deep attention convolutional neural network

Abstract Keratitis is a major cause of corneal blindness worldwide. Early identification and timely treatment of keratitis can deter the disease progression, reaching a better prognosis. The diagnosis of keratitis often requires professional ophthalmologists. However, ophthalmologists are relatively...

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Bibliographic Details
Main Authors: Jiewei Jiang, Wei Liu, Mengjie Pei, Liufei Guo, Jingshi Yang, Chengchao Wu, Jiaojiao Lu, Ruijie Gao, Wei Chen, Jiamin Gong, Mingmin Zhu, Zhongwen Li
Format: Article
Language:English
Published: SpringerOpen 2023-07-01
Series:Journal of Big Data
Subjects:
Automatic diagnosis of keratitis
Object localization
Cost-sensitive
Deep attention convolutional neural network
Slit-lamp images
Online Access:https://doi.org/10.1186/s40537-023-00800-w

Internet

https://doi.org/10.1186/s40537-023-00800-w

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