EI steers target modality embedding using reference semantic tokens early in the process and introduces MoR for efficient VFM adaptation, improving performance on retinal disease, skin lesion, and knee anomaly classification tasks.
Adapting the segment anything model for multi- modal retinal anomaly detection and localization.Informa- tion Fusion, 113:102631, 2025
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EI: Early Intervention for Multimodal Imaging based Disease Recognition
EI steers target modality embedding using reference semantic tokens early in the process and introduces MoR for efficient VFM adaptation, improving performance on retinal disease, skin lesion, and knee anomaly classification tasks.