The advent of deep learning technology has significantly advanced the field of medical imaging, particularly in the detection of brain tumors. Convolutional Neural Networks (CNN), a powerful deep ...

When it grows inside the brain ... extraction data to analyze the type of tumor. After segmentation and classification through SVM, a machine learning algorithm (e.g. convolutional neural network-CNN) ...

Abstract: Brain tumors represent ... deep learning algorithms, particularly convolutional neural networks (CNNs), becomes essential. Data augmentation techniques effectively address dataset ...