ATRIA is a multi-agent ECG reporting system designed for iterative, traceable report generation that binds claims to evidence and allows mid-session revisions using existing clinical models.
Electrocardiogram report generation and question answering via retrieval-augmented self- supervised modeling
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ECG foundation models for signal interpretation and medical LLMs for reasoning can be integrated into agentic systems for real-time cardiovascular intelligence on edge devices.
citing papers explorer
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ATRIA: Adaptive Traceable ECG Reporting with Iterative Agents
ATRIA is a multi-agent ECG reporting system designed for iterative, traceable report generation that binds claims to evidence and allows mid-session revisions using existing clinical models.
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ECG Foundation Models and Medical LLMs for Agentic Cardiovascular Intelligence at the Edge: A Review and Outlook
ECG foundation models for signal interpretation and medical LLMs for reasoning can be integrated into agentic systems for real-time cardiovascular intelligence on edge devices.