Hafiza Ayesha Hoor Chaudhry

Structured Modality-Aware Token Interaction for Multimodal Medical Imaging

Multimodal medical imaging benefits from the global context modeling of transformers, yet most existing models fuse modalities implicitly by channel concatenation, leaving cross-modal interaction unstructured or relying on costly multi-stream cross-attention. We propose Modality-Aware Token Interaction (MATI), an archi...