Optimizing the topology of convolutional neural network (CNN) and artificial neural network (ANN) for brain tumor diagnosis (BTD) through MRIs

The use of MRI analysis for BTD and tumor type detection has considerable importance within the domain of machine vision. Numerous methodologies have been proposed to address this issue, and significant progress has been achieved in this domain via the use of deep learning (DL) approaches. While the...

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Hlavní autoři:	Jianhong Ye, Zhiyong Zhao, Ehsan Ghafourian, AmirReza Tajally, Hamzah Ali Alkhazaleh, Sangkeum Lee
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Elsevier 2024-08-01
Edice:	Heliyon
Témata:	Brain tumor diagnosis (BTD) Convolutional neural network (CNN) Artificial neural network (ANN) Genetic algorithm (GA) Multi-linear principal component analysis (MPCA)
On-line přístup:	http://www.sciencedirect.com/science/article/pii/S2405844024111140
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