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Author

Sara Ghaboura

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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. · 0 citations

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