Revealing Cortical Spreading Pathway of Neuropathological Events by Neural Optimal Mass Transport
May 8, 2025
We present a physics-informed deep learning framework that models tau pathology propagation in Alzheimer’s disease as an optimal mass transport (OMT) problem constrained by brain geometry, enabling interpretable and accurate prediction of future PET-based pathology distribution. By learning population-level flow dynamics and forecasting subject-specific spreading trajectories, our approach offers a...