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A Stress Test of Artificial Intelligence: Can Deep Learning Models Trained From Formal Echocardiography Accurately Interpret Point‐of‐Care Ultrasound?

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To test if a deep learning (DL) model trained on echocardiography images could accurately segment the left ventricle (LV) and predict ejection fraction on apical 4‐chamber images acquired by point‐of‐care… Click to show full abstract

To test if a deep learning (DL) model trained on echocardiography images could accurately segment the left ventricle (LV) and predict ejection fraction on apical 4‐chamber images acquired by point‐of‐care ultrasound (POCUS).

Keywords: point care; test; care ultrasound; deep learning; echocardiography

Journal Title: Journal of Ultrasound in Medicine
Year Published: 2022

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