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Berlin Institute of Health at Charité -Universitätsmedizin Berlin, Heidelberg University Hospital and BioQuant, Fudan University, Freie Universität Berlin
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Explicitly modeling intra- and cross-modal interactions in brain MRI can lead to substantial performance improvements, with MICViT outperforming traditional methods by leveraging multimodal inputs.
Multimodal models like Symile can appear to outperform CLIP even when a single unreliable modality silently corrupts the product terms, but a simple gating mechanism can fix this.
