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Improved U-Net3+ with stage residual for brain tumor segmentation

BACKGROUND: For the encoding part of U-Net3+,the ability of brain tumor feature extraction is insufficient, as a result, the features can not be fused well during up-sampling, and the accuracy of segmentation will reduce. METHODS: In this study, we put forward an improved U-Net3+ segmentation networ...

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Detalles Bibliográficos
Autores principales: Qin, Chuanbo, Wu, Yujie, Liao, Wenbin, Zeng, Junying, Liang, Shufen, Zhang, Xiaozhi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8793173/
https://www.ncbi.nlm.nih.gov/pubmed/35086482
http://dx.doi.org/10.1186/s12880-022-00738-0