Dr. Teresa Tsang Profile

Dr. Teresa Tsang

at Univ. of British Columbia

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Publications (4)

Proceedings Article | 4 April 2022 Presentation + Paper

An efficient deep landmark detection network for PLAX EF estimation using sparse annotations

Jamie Alexis D. Goco, Mohammad Jafari, Christina Luong, Teresa Tsang, Purang Abolmaesumi

Proceedings Volume 12034, 120340N (2022) https://doi.org/10.1117/12.2611239

KEYWORDS: Video, Systems modeling, Data modeling, Heart, Ultrasonography, Error analysis

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Proceedings Article | 4 April 2022 Presentation + Paper

A light-weight deep video network: towards robust assessment of ejection fraction on mobile devices

Xinyu Kang, Mohammad Jafari, M. Mahdi Kazemi, Christina Luong, Teresa Tsang, Purang Abolmaesumi

Proceedings Volume 12034, 120341I (2022) https://doi.org/10.1117/12.2611176

KEYWORDS: Heart, Echocardiography, Machine learning

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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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