IOUC-3DSFCNN: Segmentation of Brain Tumors via IOU Constraint 3D Symmetric Full Convolution Network with Multimodal Auto-context

Accurate segmentation of brain tumors from magnetic resonance (MR) images play a pivot role in assisting diagnoses, treatments and postoperative evaluations. However, due to its structural complexities, e.g., fuzzy tumor boundaries with irregular shapes, accurate 3D brain tumor delineation is challe...

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Detalles Bibliográficos
Autores principales: Liu, Jinping, Liu, Hui, Tang, Zhaohui, Gui, Weihua, Ma, Tianyu, Gong, Subo, Gao, Quanquan, Xie, Yongfang, Niyoyita, Jean Paul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7148375/
https://www.ncbi.nlm.nih.gov/pubmed/32277141
http://dx.doi.org/10.1038/s41598-020-63242-x

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7148375/
https://www.ncbi.nlm.nih.gov/pubmed/32277141
http://dx.doi.org/10.1038/s41598-020-63242-x

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