Preprint
Aug 2026
How Good are Foundation Models in Longitudinal MRI Disease Progression Reasoning?
Magnetic Resonance Imaging (MRI) interpretation is fundamental to clinical decision-making, requiring radiologists to integrate multi-view anatomical planes across sequential timepoints while precisely localizing interval changes. However, existing vision-language benchmarks remain confined to single-timepoint, single-...
Wafa Al Ghallabi, Ritesh Thawkar, Sara Ghaboura et al.
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