arxivcs.CV2026-06-25
Modeling Local, Global, and Cross-Modal Context in Multimodal 3D MRI
Minh Duc Do, Tillmann Rheude, Noel Kronenberg, Roland Eils, Benjamin Wild
Brain MRI poses a fundamental challenge for machine learning: models must learn from high-dimensional 3D data spanning multiple co-registered modalities, despite the limited sample sizes typical of neuroimaging studies relative to the diversity in anatomy, pathology, and acquisit…