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.
Deep- learning-assisted diagnosis for knee magnetic resonance imaging: Development and retrospective validation of MR- Net.PLoS medicine, 15(11):e1002699, 2018
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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.