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Gated Skip-Connection Network with Adaptive Upsampling for Retinal Vessel Segmentation

Segmentation of retinal vessels is a critical step for the diagnosis of some fundus diseases. Methods: To further enhance the performance of vessel segmentation, we propose a method based on a gated skip-connection network with adaptive upsampling (GSAU-Net). In GSAU-Net, a novel skip-connection wit...

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Detalles Bibliográficos
Autores principales: Jiang, Yun, Yao, Huixia, Tao, Shengxin, Liang, Jing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8472970/
https://www.ncbi.nlm.nih.gov/pubmed/34577384
http://dx.doi.org/10.3390/s21186177