Deep learning-based classification system of bacterial keratitis and fungal keratitis using anterior segment images

Deep learning-based classification system of bacterial keratitis and fungal keratitis using anterior segment images

IntroductionInfectious keratitis is a vision threatening disease. Bacterial and fungal keratitis are often confused in the early stages, so right diagnosis and optimized treatment for causative organisms is crucial. Antibacterial and antifungal medications are completely different, and the prognosis...

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Bibliographic Details
Main Authors: Yeo Kyoung Won, Hyebin Lee, Youngjun Kim, Gyule Han, Tae-Young Chung, Yong Man Ro, Dong Hui Lim
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-05-01
Series:Frontiers in Medicine
Subjects:
anterior segment image
bacterial keratitis
convolutional neural network (CNN)
deep learning (DL)
fungal keratitis
infectious keratitis
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2023.1162124/full

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