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Specificity of Artificial Intelligence-enhanced Electrocardiography for Cardiovascular Diagnosis and Risk Prediction

2025-07-02 cardiovascular medicine Title + abstract only
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IntroductionArtificial intelligence (AI)-enhanced electrocardiogram (ECG) models are designed to detect specific anatomical and functional cardiac abnormalities. Understanding the selectivity of their phenotypic associations is essential to inform their clinical use. Here, we sought to assess whether AI-ECG models function as condition-specific classifiers or broader cardiovascular risk markers. MethodsWe included four distinct study populations, drawn from both electronic health records (EHR) ...

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