Ms Aida Romano Martinez

University Medical Centre of the Johannes Gutenberg University, Mainz (Germany)

Membership: ESC Professional Member HFA Member

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Predicting worsening and mortality in heart hailure: a novel deep learning approach using echocardiographic data outperforms established biomarkers

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Predicting worsening and mortality in heart hailure: a novel deep learning approach using echocardiographic data outperforms established biomarkers

Introduction to AI foundation models: embedding, attention mechanism, zero-shot learning

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Introduction to AI foundation models: embedding, attention mechanism, zero-shot learning

Deep learning-based prediction of cardiac blood biomarkers from echocardiograms improves prognosis

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Deep learning-based prediction of cardiac blood biomarkers from echocardiograms improves prognosis

Deep learning by vision transformer based assessment of image quality in echocardiography improves prediction of heart failure specific outcome

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Deep learning by vision transformer based assessment of image quality in echocardiography improves prediction of heart failure specific outcome

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