ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning

Researchers introduced ClinSeekAgent, an agentic clinical AI framework that gathers evidence on its own from EHRs, web search, and chest X-ray tools.

The system was evaluated on ClinSeek-Bench, where automated evidence seeking improved reasoning performance across multiple model settings.

Results suggest clinical AI can reason better when it is allowed to retrieve and combine multimodal evidence instead of relying only on curated inputs.