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Channel-Unet: A Spatial Channel-Wise Convolutional Neural Network for Liver and Tumors Segmentation

It is a challenge to automatically and accurately segment the liver and tumors in computed tomography (CT) images, as the problem of over-segmentation or under-segmentation often appears when the Hounsfield unit (Hu) of liver and tumors is close to the Hu of other tissues or background. In this pape...

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Detalles Bibliográficos
Autores principales: Chen, Yilong, Wang, Kai, Liao, Xiangyun, Qian, Yinling, Wang, Qiong, Yuan, Zhiyong, Heng, Pheng-Ann
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6892404/
https://www.ncbi.nlm.nih.gov/pubmed/31827487
http://dx.doi.org/10.3389/fgene.2019.01110