Deep Learning Based Depression Detection from Brain MRI
Upload your structural T1-weighted MRI scan for 3D-ResNet volumetric analysis.
Upload Brain MRI Scan
Drag and drop medical NIfTI files
.nii.nii.gz
Upload your structural T1-weighted MRI scan for 3D-ResNet volumetric analysis.
Upload Brain MRI Scan
Drag and drop medical NIfTI files
Upload a structural T1-weighted brain MRI scan.
System verifies the NIfTI format and standardizes the volumetric data to 96x96x96.
The 3D-ResNet18 engine extracts spatial hierarchies and clinical biomarkers.
Review the diagnosis, confidence score, and Grad-CAM interpretability heatmap.