Brainsmm

Brainsmm improves anatomical region segmentation accuracy in silico (86.34% average DSC).

“and 86.34% for anatomical region segmentation (e.g., hippocampus, putamen, etc.) with corresponding average ASD of 0.20 mm and 0.75 mm, respectively.”

In silicobrain

BrainSMM: Lifespan Brain Segmentation Model With Metadata-Driven Prompt Learning

IEEE transactions on medical imaging·1 Oct 2025

Brainsmm improves brain tissue segmentation accuracy in silico (94.59% average DSC).

“Our approach achieves an average DSC of 94.59% for tissue segmentation (i.e., gray matter, white matter, and cerebrospinal fluid)”

In silicobrain

BrainSMM: Lifespan Brain Segmentation Model With Metadata-Driven Prompt Learning

IEEE transactions on medical imaging·1 Oct 2025