Performance of convolutional neural networks for the classification of brain tumors using magnetic resonance imaging

Brain tumors are a diverse group of neoplasms that are challenging to detect and classify due to their varying characteristics. Deep learning techniques have proven to be effective in tumor classification. However, there is a lack of studies that compare these techniques using a common methodology....

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Principais autores:	Daniel Reyes, Javier Sánchez
פורמט:	Artigo
שפה:	Inglês
יצא לאור:	Elsevier 2024-02-01
סדרה:	Heliyon
נושאים:	Brain tumor classification Magnetic resonance imaging Deep learning Convolutional neural network Transfer learning Data augmentation
גישה מקוונת:	http://www.sciencedirect.com/science/article/pii/S2405844024014993
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