Deep Learning-Based Brain Tumor Classification Using Convolutional Neural Networks

Abstract

Deep Learning has emerged as the cutting-edge trend in the field of machine learning, garnering significant attention from researchers in recent years. This powerful machine learning tool has found widespread applications in solving complex problems that demand high accuracy and sensitivity, particularly in the medical domain. Brain tumors, being one of the most prevalent and aggressive malignant diseases, pose a significant threat with a short life expectancy when diagnosed at an advanced stage.