ECG-R1: Protocol-Guided and Modality-Agnostic MLLM for Reliable ECG Interpretation 事件

ECG-R1: Protocol-Guided and Modality-Agnostic MLLM for Reliable ECG Interpretation arXiv:2602.04279v3 Announce Type: replace Abstract: Electrocardiography (ECG) serves as an indispensable diagnostic tool in clinical practice, yet existing multimodal large language models (MLLMs) remain unreliable for ECG interpretation, often producing plausible but clinically incorrect analyses. To address this, we propose ECG-R1, the first reasoning ECG MLLM designed for reliable ECG interpretation via three