MS-HVED: MRI Super-Resolution

Upload axial, coronal, and/or sagittal NIfTI stacks. The demo returns a super-resolved NIfTI volume and a quick middle-slice preview. This is a research demo and is not for clinical diagnosis.

Uploaded scan type

Use processed stacks when the files are already registered/resampled. Use raw stacks to run preprocessing first.

Processed stacks Raw stacks

Axial stack (.nii/.nii.gz)

Coronal stack (.nii/.nii.gz)

Sagittal stack (.nii/.nii.gz)

Target X resolution (mm)

Target Y resolution (mm)

Target Z resolution (mm)

Latent samples

1 3

GPU memory profile

Sliding-window inference profile. Lower profiles use smaller tiles + autocast for less GPU memory; higher profiles use larger tiles at fp32 for the cleanest output. With more than 1 latent sample, expect tile seams (use the lowest profile that fits and the highest overlap is fixed at 0.5).

Low (smallest GPU footprint) Medium (balanced, default) High (best quality, more memory)

Prediction

Middle-slice preview