A Deep Learning Approach for Brain Tumor Classification and Segmentation Using a Multiscale Convolutional Neural Network

In this paper, we present a fully automatic brain tumor segmentation and classification model using a Deep Convolutional Neural Network that includes a multiscale approach. One of the differences of our proposal with respect to previous works is that input images are processed in three spatial scale...

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Detalles Bibliográficos
Autores principales: Díaz-Pernas, Francisco Javier, Martínez-Zarzuela, Mario, Antón-Rodríguez, Míriam, González-Ortega, David
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7912940/
https://www.ncbi.nlm.nih.gov/pubmed/33540873
http://dx.doi.org/10.3390/healthcare9020153

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7912940/
https://www.ncbi.nlm.nih.gov/pubmed/33540873
http://dx.doi.org/10.3390/healthcare9020153

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