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Multiscale CNNs for Brain Tumor Segmentation and Diagnosis

Early brain tumor detection and diagnosis are critical to clinics. Thus segmentation of focused tumor area needs to be accurate, efficient, and robust. In this paper, we propose an automatic brain tumor segmentation method based on Convolutional Neural Networks (CNNs). Traditional CNNs focus only on...

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Detalles Bibliográficos
Autores principales: Zhao, Liya, Jia, Kebin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4812495/
https://www.ncbi.nlm.nih.gov/pubmed/27069501
http://dx.doi.org/10.1155/2016/8356294