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Segmenting Brain Tumor Using Cascaded V-Nets in Multimodal MR Images

In this work, we propose a novel cascaded V-Nets method to segment brain tumor substructures in multimodal brain magnetic resonance imaging. Although V-Net has been successfully used in many segmentation tasks, we demonstrate that its performance could be further enhanced by using a cascaded structu...

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Detalles Bibliográficos
Autores principales: Hua, Rui, Huo, Quan, Gao, Yaozong, Sui, He, Zhang, Bing, Sun, Yu, Mo, Zhanhao, Shi, Feng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7033427/
https://www.ncbi.nlm.nih.gov/pubmed/32116623
http://dx.doi.org/10.3389/fncom.2020.00009