Spatiotemporal Deep Learning-Based Cine Loop Quality Filter for Handheld Point-of-Care Echocardiography

Rashid Al Mukaddim,Emily Mackay, Nils Gessert,Ramon Erkamp,Shriram Sethuraman, Jonathan Sutton,Shyam Bharat, Melanie Jutras,Cristiana Baloescu,Christopher L. Moore,Balasundar I. Raju

IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL（2024）

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Key words

Ultrasonic imaging,Spatiotemporal phenomena,Echocardiography,Estimation,Annotations,DICOM,Point of care,Automated ejection fraction (EF),cine loop quality,echocardiography,estimation reliability,handheld ultrasound,point-of-care (POC) ultrasound,spatiotemporal deep learning (DL),temporal filtering

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