Beyond a Single Frame: Multi-Frame Spatially Grounded Reasoning Across Volumetric MRI

Lama Moukheiber, Caleb M. Yeung, Haotian Xue +3

Spatial reasoning and visual grounding are core capabilities for vision-language models (VLMs), yet most medical VLMs produce predictions without transparent reasoning or spatial e…