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EARDS: EfficientNet and attention-based residual depth-wise separable convolution for joint OD and OC segmentation

BACKGROUND: Glaucoma is the leading cause of irreversible vision loss. Accurate Optic Disc (OD) and Optic Cup (OC) segmentation is beneficial for glaucoma diagnosis. In recent years, deep learning has achieved remarkable performance in OD and OC segmentation. However, OC segmentation is more challen...

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Detalles Bibliográficos
Autores principales: Zhou, Wei, Ji, Jianhang, Jiang, Yan, Wang, Jing, Qi, Qi, Yi, Yugen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10033527/
https://www.ncbi.nlm.nih.gov/pubmed/36968487
http://dx.doi.org/10.3389/fnins.2023.1139181