E. A. Ince

Deep Learning Architectures for Brain Tumor Classification in 2D MRI

Brain tumor classification from MRI scans is a clinically critical task, and deep learning approaches have shown strong potential in accurately detecting various types of brain tumors (BTs). This paper presents a comparative evaluation of seven deep learning architectures for BT detection: VGG-16, ResNet-18, ResNet-50,...