Researchers have developed PEACE, a novel framework for aligning adult and pediatric electrocardiogram (ECG) data to improve diagnostic accuracy in children. This approach utilizes cross-modal enhancement, integrating clinical semantic decomposition and label-query feature extraction to bridge the gap caused by scarce pediatric data. The system leverages Gemini to generate auxiliary training supervision from clinical prompts, enabling robust ECG transfer even in low-resource scenarios. PEACE demonstrates significant performance improvements on pediatric ECG datasets, though further validation is needed for clinical deployment. AI
影响 Enhances AI's capability in specialized medical diagnostics, particularly for pediatric cases with limited data.
排序理由 This is a research paper detailing a new framework for ECG analysis.
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