Publications A formal validation of a deep learning-based automated workflow for the interpretation of the echocardiogram External validation of deep learning-based echocardiography algorithms (including strain) Automated interpretation of systolic and diastolic function on the echocardiogram: a multicohort study AI and bio samples for the detection and diagnosis of patients with heart failure from electronic health records A Novel Handheld Echocardiography Device with Continuous-Wave Doppler Capability Machine Learning for Diastology and HeartFailure With Preserved Ejection Fraction: Hype or Hope? Validation of a Deep Learning-Based Automated Workflow for Interpretation of an Echocardiogram Cardiovascular disease is the leading cause of death in women. Reducing the global burden by 2030