An Adaptive Tabular-guided Layerwise Alignment and Synthesis Network for Multimodal Neuroimaging and Clinical Phenotype Fusion
An adaptive layerwise alignment module that progressively aligns and fuses features from imaging branches through attention-driven interactions at multiple network layers, enabling continuous and sufficient cross-modality information exchange and a tabular-adaptive parameterization module that incorporates structured c...