AI RESEARCH

Agentic Large Language Models for Training-Free Neuro-Radiological Image Analysis

arXiv CS.CV

ArXi:2604.16729v1 Announce Type: new State-of-the-art large language models (LLMs) show high performance in general visual question answering. However, a fundamental limitation remains: current architectures lack the native 3D spatial reasoning required for direct analysis of volumetric medical imaging, such as CT or MRI. Emerging agentic AI offers a new solution, eliminating the need for intrinsic 3D processing by enabling LLMs to orchestrate and leverage specialized external tools.