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S-Net: a multiple cross aggregation convolutional architecture for automatic segmentation of small/thin structures for cardiovascular applications

With the success of U-Net or its variants in automatic medical image segmentation, building a fully convolutional network (FCN) based on an encoder-decoder structure has become an effective end-to-end learning approach. However, the intrinsic property of FCNs is that as the encoder deepens, higher-l...

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Detalles Bibliográficos
Autores principales: Mu, Nan, Lyu, Zonghan, Rezaeitaleshmahalleh, Mostafa, Bonifas, Cassie, Gosnell, Jordan, Haw, Marcus, Vettukattil, Joseph, Jiang, Jingfeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10653444/
https://www.ncbi.nlm.nih.gov/pubmed/38028762
http://dx.doi.org/10.3389/fphys.2023.1209659