Xiao-Long Guo

Generative Brain Priors-Driven Self-Regulated and Clinically-Guided Multimodal Fusion for Early Alzheimer's Disease Diagnosis.

The proposed GBP-SCMF provides an effective and interpretable multimodal strategy for computer-aided AD diagnosis and integrates three complementary mechanisms: generative brain-prior enhancement to inject disease-related pathological knowledge into imaging representations, self-regulated multimodal alignment to reduce...