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 ...

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

The research article studies the impact of data augmentation, particularly 60˚ rotation, on the performance of a ResNet convolutional neural network (CNN) for brain tumor detection using MRI images ..

Abstract: A Brain Tumor is essentially a malformed cell growth that can be cancerous and non-cancerous. The tumor in the Brain is the most dangerous disease and can be diagnosed easily and reliably ...