XAI framework reduces NEXI diffusion MRI acquisition time for gray matter microstructure quantification

Leveraging the Connectome 2.0 ultra-high-gradient scanner, researchers use an XGBoost/SHAP explainable AI framework to identify the minimal shell set needed for Neurite Exchange Imaging (NEXI), dramatically reducing scan time while preserving gray matter microstructure quantification accuracy.