MRI Neuroimaging Analysis
Upload an axial brain MRI slice for automated Alzheimer's stage detection powered by EfficientNet-B0, trained on the OASIS dataset with Grad-CAM visual explainability.
Scan Input
PNG / JPGDrop MRI Scan Here
Axial brain MRI slice (T1-weighted)
or browse files
Model Specification
EfficientNet-B0 trained from scratch on the OASIS neuroimaging dataset — no pretrained weights. Uses compound scaling with Squeeze-and-Excitation attention blocks and stochastic depth regularisation. Trained with label smoothing, Mixup augmentation, and cosine annealing warm restarts. Grad-CAM highlights the brain regions driving each prediction.
Analysis Report
AWAITING INPUTNO SCAN LOADED
Upload an MRI image to begin Cerevia analysis