See, Measure, and Reason: Learning Visually Grounded Reasoning in Pathology.

arXiv:2609.34277v1 Announce Type: cross Abstract: Pathological assessment relies on recognizing fine-grained visual details in histological images. Vision-language models (VLMs) increasingly support pathology interpretation, yet their ability to perceive these