J. O'Sullivan

MARCUS: An agentic, multimodal vision-language model for cardiac diagnosis and management

MARCUS demonstrates that domain-specific visual encoders with an agentic orchestrator enable multimodal cardiac interpretation, and confers resistance to mirage reasoning, whereby vision-language models derive reasoning from unintended textual signals or hallucinated visual content.