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Artificial intelligence-assisted automated heart failure detection and classification from electronic health records

Artificial intelligence-assisted automated heart failure detection and classification from electronic health records

Artificial intelligence-assisted automated heart failure detection and classification from electronic health records

Electronic health records (EHR) linked to Digital Imaging and Communications in Medicine (DICOM), biological specimens, and deep learning (DL) algorithms could potentially improve patient care through automated case detection and surveillance. A recent study hypothesized that by applying keyword searches to routinely stored EHR, in conjunction with AI-powered automated reading of DICOM echocardiography images and analysing biomarkers from routinely stored plasma samples, we were able to identify heart failure (HF) patients.

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