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abstract: 'Deep learning has the potential to automate echocardiogram analysis for early detection of heart disease.  Based on a qualitative analysis of design concerns, this study suggests that predicting normal heart function instead of disease accounts for data quality bias and significantly increases efficiency in cardiologists’ workflows.' 
bibliography:
- 'library.bib'
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Acknowledgements {#acknowledgements .unnumbered}
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This project was supported by the Department of Cardiology at the Hospital Universitario de Salamanca-IBSAL, the Data Science for Social Good Foundation, and the Gandhi Centre for Inclusive Innovation at Imperial College, London.