NeuroScan MRI

About this Project

NeuroScan is a FastAPI web system for brain MRI screening. A doctor uploads a scan, the model predicts the class (glioma, meningioma, pituitary, or no tumour), and Grad-CAM highlights the region the model used. The app uses JWT login, SQLite records, and a tracking ID so each case can be stored and exported as a PDF. The Mobile U-Net model was trained on a public MRI set (train/test split), then tested with accuracy, F1, ROC-AUC, and a confusion matrix.