Convolutional neural network techniques for brain tumor classification (from 2015 to 2022): review, challenges, and future perspectives

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SUMMARY

    Deep learning, which is inspired by an understanding of the neural_networks within the human brain, has achieved unprecedented success in facing the challenges mentioned above by incorporating the feature extraction and selection steps into the training process. Of 46 A convolutional neural_network (CNN) is a deep learning approach that has frequently been applied to medical imaging problems. If a study involved the use of a CNN model for feature extraction but traditional machine_learning techniques for the classification task, it was excluded. Studies that used other deep learning networks, for example, artificial neural_networks (ANNs), generative . . .

     

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