Petrus Sokibi

Optimized Hybrid Kernel Support Vector Machine Framework for Multi-Class Brain Tumor MRI Classification

Brain tumor remains one of the most life-threatening diseases worldwide, with early detection and accurate classification still posing major clinical challenges due to complex tissue structures and overlapping visual characteristics in MRI scans. To address this issue, this study proposes a Hybrid Kernel Support Vector...