PEACE framework aligns adult and pediatric ECGs via tri-axial semantic decomposition and LLM-generated auxiliary supervision, achieving 59.39% zero-shot to 90.89% full fine-tuning AUC on ZZU-pECG.
Specifically, codes A1/A2 were assigned toNORM, while L145/L146 were mapped toSTTC
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PEACE: Cross-modal Enhanced Pediatric-Adult ECG Alignment for Robust Pediatric Diagnosis
PEACE framework aligns adult and pediatric ECGs via tri-axial semantic decomposition and LLM-generated auxiliary supervision, achieving 59.39% zero-shot to 90.89% full fine-tuning AUC on ZZU-pECG.