Multimodal Information Interaction for Medical Image Segmentation

arXiv:2404.16371v1 Announce Type: new
Abstract: The use of multimodal data in assisted diagnosis and segmentation has emerged as a prominent area of interest in current research. However, one of the primary challenges is how to effectively fuse multimodal features. Most of the current approaches focus on the integration of multimodal features while ignoring the correlation and consistency between different modal features, leading to the inclusion of potentially irrelevant information. To address this issue, we introduce an innovative Multimodal Information Cross …

arxiv cs.cv image information medical multimodal segmentation type