Dr. Ken Gin Profile

Dr. Ken Gin

at Vancouver Coastal Health

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Publications (2)

Proceedings Article | 8 March 2019 Presentation + Paper

Designing lightweight deep learning models for echocardiography view classification

Hooman Vaseli, Zhibin Liao, Amir Abdi, Hany Girgis, Delaram Behnami, Christina Luong, Fatemeh Taheri Dezaki, Neeraj Dhungel, Robert Rohling, Ken Gin, Purang Abolmaesumi, Teresa Tsang

Proceedings Volume 10951, 109510F (2019) https://doi.org/10.1117/12.2512913

KEYWORDS: Echocardiography, Network architectures, Ultrasonography, Heart, Data modeling, Convolutional neural networks

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Proceedings Article | 24 February 2017 Presentation + Paper

Automatic quality assessment of apical four-chamber echocardiograms using deep convolutional neural networks

Amir Abdi, Christina Luong, Teresa Tsang, Gregory Allan, Saman Nouranian, John Jue, Dale Hawley, Sarah Fleming, Ken Gin, Jody Swift, Robert Rohling, Purang Abolmaesumi

Proceedings Volume 10133, 101330S (2017) https://doi.org/10.1117/12.2254585

KEYWORDS: Convolutional neural networks, Echocardiography, Image quality, Transducers, Image acquisition, Data modeling, Heart, Network architectures, Statistical modeling, Performance modeling

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