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Classification of Brain MRI Tumor Images Based on Deep Learning PGGAN Augmentation

The wide prevalence of brain tumors in all age groups necessitates having the ability to make an early and accurate identification of the tumor type and thus select the most appropriate treatment plans. The application of convolutional neural networks (CNNs) has helped radiologists to more accuratel...

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Detalles Bibliográficos
Autores principales: Gab Allah, Ahmed M., Sarhan, Amany M., Elshennawy, Nada M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8700152/
https://www.ncbi.nlm.nih.gov/pubmed/34943580
http://dx.doi.org/10.3390/diagnostics11122343