LuminaECG, a 2B ECG agent trained with clinically structured supervision, beat larger zero-shot models and junior human readers on ECG interpretation, with reports that retain prognostic signal on an unseen cohort.
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Diagnosing as Cardiologists Do: ECG Agents with Doctor-Grounded Priors for Clinical Reasoning Across Diseases and Populations
LuminaECG, a 2B ECG agent trained with clinically structured supervision, beat larger zero-shot models and junior human readers on ECG interpretation, with reports that retain prognostic signal on an unseen cohort.