NV-Generate-MR-Brain

3D Brain MRI Synthesis

Commercial

Generate synthetic brain MRI across T1w, T2w, FLAIR, and SWI contrasts with cross-sequence synthesis via ControlNet.

MRI HuggingFace GitHub Paper

Run it with an agent

Install the skill, then just ask your agent in plain language. medagent.nv_generate_mr_brain

install skill 
npx skills add NVIDIA-Medtech/medical-AI-skills --skill nv-generate-mr-brain

Try saying

“Generate a synthetic T1 brain MRI from /data/brain_request.json using nv-generate-mr-brain.”

“Can this skill synthesize a skull-stripped FLAIR brain MRI?”

“Produce a FLAIR brain MRI sample using nv-generate-mr-brain and report the output geometry.”

Skill on GitHub → How agent skills work

Finetune it with an agent

Install the skill, then just ask your agent in plain language. medagent.nv_generate_mr_brain_finetune

install skill 
npx skills add NVIDIA-Medtech/medical-AI-skills --skill nv-generate-mr-brain-finetune

Try saying

“Fine-tune the NV-Generate MR brain diffusion model using images listed in /data/mrbrain/datalist.json.”

“Check whether my MR-brain finetune datalist is runnable before launching the GPU job.”

“Validate my MONAI-style datalist and stage the configs for an MR-brain finetune, but don't launch training yet.”

Skill on GitHub → How agent skills work

Engineering & research use only — not a medical device, not for diagnosis or clinical decision-making. Skills follow the open Agent Skills spec.