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Pathological Myopia Image Recognition Strategy Based on Data Augmentation and Model Fusion

The automatic diagnosis of various retinal diseases based on fundus images is important in supporting clinical decision-making. Convolutional neural networks (CNNs) have achieved remarkable results in such tasks. However, their high expression ability possibly leads to overfitting. Therefore, data a...

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Detalles Bibliográficos
Autores principales: Cui, Jianfeng, Zhang, Xiaoyun, Xiong, Feibing, Chen, Chin-Ling
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8118733/
https://www.ncbi.nlm.nih.gov/pubmed/34035883
http://dx.doi.org/10.1155/2021/5549779