Brain tumor detection and localization using deep learning

Abstract

The main objective of the graduate project is to explore deep learning models for aiding in the detection and segmentation of brain tumors from MRI images. Besides, based on the result of that study, the project aims to develop an application that can swiftly and effectively assist doctors in providing supportive diagnoses. This research and application attempt to automate and enhance the speed and precision of medical interventions, ultimately contributing to improved patient care. In addition to the purposes to aid in disease prediction, the application will also detect and provide solutions to handle the problem of imbalanced data.