M$^2$PFN: End-to-End Disentangled Alignment for Generalizable Multimodal In-Context Learning in Alzheimer's Disease
M$^2$PFN is proposed, an end-to-end framework that turns this tabular foundation model into a multimodal AD predictor, and transfers even when the cognitive instrument changes.