Context Perception Attention Generative Adversarial Network with Large Foundation Models for Alzheimer's Disease Risk Prediction.
An integrated framework fusing spatial and temporal information is proposed to improve prediction capability and develops a Context Perception Attention Generative Adversarial Network (CPA-GAN) that leverages adversarial training to mine AD evolutionary patterns, thereby supporting risk prediction and pathogeny extract...