ECG-LENS generates ECG reports from 12-lead signals using lead-wise and global encoders plus a diagnostic prompt, and the paper introduces a BERT-based metric, F1-ECGBERT, to score diagnostic agreement.
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ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation
ECG-LENS generates ECG reports from 12-lead signals using lead-wise and global encoders plus a diagnostic prompt, and the paper introduces a BERT-based metric, F1-ECGBERT, to score diagnostic agreement.