AlzheimerODE: A Knowledge-Guided Generative Model for Alzheimer's Disease Progression
Accurately modeling the progression of Alzheimer's disease (AD) is essential for understanding disease mechanisms and optimizing therapeutic windows, yet it is impeded by the sparse, irregular, and heterogeneous nature of clinical longitudinal data. Existing generative approaches either struggle to capture the continuo...