Multimodal Deep Learning For Eye Disease Recognition From Fundus And OCT Images With Synthetic OCT Generation
Multimodal learning that integrates Color Fundus Photography (CFP) and Optical Coherence Tomography (OCT) can enhance retinal disease recognition by combining surface appearance with depth-resolved structural cues. However, the limited availability of synchronized 2D-3D CFP-OCT datasets hinders the deployment of multim...