Chongjun Huang

MHF-Net: a multi-modal hybrid fusion network for ophthalmic disease diagnosis

This study demonstrates that explicit hierarchical fusion with multi-scale feature enhancement effectively resolves the semantic gap between CFP and OCT modalities, providing a robust and clinically promising solution for automated multimodal diagnosis of complex fundus diseases.