A new expert-verified benchmark of 3,920 questions on longitudinal brain MRIs shows vision-language models can order scans but cannot reliably judge change direction or volume.
In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2023)
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How Good are Foundation Models in Longitudinal MRI Disease Progression Reasoning?
A new expert-verified benchmark of 3,920 questions on longitudinal brain MRIs shows vision-language models can order scans but cannot reliably judge change direction or volume.