View Proposal

Proposer
Habte Lejebo Leka
Title
Brain Tumor Classification from MRI Images
Goal
Description
The project aims to develop a system for automatically classifying brain MRI images into different tumor categories using deep-learning techniques. Students will perform image preprocessing, data augmentation, model development, training, and evaluation using appropriate classification metrics. The system will provide an interactive web interface through which users can upload an MRI image and view the predicted tumor category together with an associated confidence score. The project will also investigate the performance and limitations of the developed classification approach.
Resources
Dataset: Brain Tumor Classification MRI Dataset Kaggle Link: https://www.kaggle.com/datasets/sartajbhuvaji/brain-tumor-classification-mri
Background
Url
Difficulty Level
Challenging
Ethical Approval
None
Number Of Students
1
Supervisor
Habte Lejebo Leka
Keywords
medical image analysis, brain tumor classification, mri, deep learning, image classification
Degrees
Bachelor of Science in Computational Sciences and Software Engineering
Back to List