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MCA-UNet: multi-scale cross co-attentional U-Net for automatic medical image segmentation

Medical image segmentation is a challenging task due to the high variation in shape, size and position of infections or lesions in medical images. It is necessary to construct multi-scale representations to capture image contents from different scales. However, it is still challenging for U-Net with...

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Detalles Bibliográficos
Autores principales: Wang, Haonan, Cao, Peng, Yang, Jinzhu, Zaiane, Osmar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9884736/
https://www.ncbi.nlm.nih.gov/pubmed/36721640
http://dx.doi.org/10.1007/s13755-022-00209-4