Dan Ma

NeCS-Flow synthesizes gadolinium-free post-contrast T1w brain MRI using necrotic scaling and PMRF refinement, achieving perceptual realism and diagnostic equivalence.

This study shows that kinetochore proteins in Drosophila and human cells support Golgi assembly and microtubule dynamics in quiescent neural stem cells.

UltimateSynth synthesizes realistic MRI images across diverse contrasts to train AI models that generalize across scanner types, sequences, and age groups, achieving robust tissue segmentation with low variability.