T. M. Shahriar Sazzad

A Hybrid Approach for Brain-Tumor Detection and Classification from MRI Images

Many existing deep-learning models for brain-tumor diagnosis report very high accuracy, yet they often suffer from overfitting, limited generalizability, and poor robustness, which reduces their clinical reliability. First, a large and diverse dataset was assembled from multiple publicly available sources to reduce dat...