MedGemma vs GPT-4: Open-Source and Proprietary Zero-shot Medical Disease Classification from Images.

arXiv:2512.23304v2 Announce Type: replace-cross Abstract: Multimodal Large Language Models (LLMs) introduce an emerging paradigm for medical imaging by interpreting scans through the lens of extensive clinical knowledge, offering a transformative approach to d