NV-Raw2Insights-MRI
Raw MRI Signal Reconstruction
NV-Raw2Insights-MRI (SDUM, a scalable deep unrolled model) reconstructs full MR images from undersampled multi-coil k-space data. Compressed sensing iterates slowly and typically stays below 4x acceleration; this model reconstructs in a single forward pass at 8x and above, up to 24x. It was trained and validated on cardiac MRI and can serve as a starting point for finetuning to other anatomies and acquisition protocols.
No agent skill for this model yet. Use it directly via
HuggingFace
or GitHub.
Engineering & research use only — not a medical device, not for diagnosis or clinical decision-making. Skills follow the open Agent Skills spec.