Ken Gin

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 22

Top Topics

Quality Assessment

Top Venues

IEEE Trans. Medical Imaging

DLMIA/ML-CDS@MICCAI

Publications

Fatemeh Taheri Dezaki, Tom Ginsberg, Christina Luong, Hooman Vaseli, Robert Rohling, Ken Gin, Purang Abolmaesumi, Teresa Tsang
Echo-Rhythm Net: Semi-Supervised Learning For Automatic Detection of Atrial Fibrillation in Echocardiography. ISBI (2021)
Fatemeh Taheri Dezaki, Christina Luong, Tom Ginsberg, Robert Rohling, Ken Gin, Purang Abolmaesumi, Teresa Tsang
Echo-SyncNet: Self-Supervised Cardiac View Synchronization in Echocardiography. IEEE Trans. Medical Imaging 40 (8) (2021)
Fatemeh Taheri Dezaki, Christina Luong, Tom Ginsberg, Robert Rohling, Ken Gin, Purang Abolmaesumi, Teresa Tsang
Echo-SyncNet: Self-supervised Cardiac View Synchronization in Echocardiography. CoRR (2021)
Delaram Behnami, Christina Luong, Hooman Vaseli, Hany Girgis, Amir H. Abdi, Dale Hawley, Ken Gin, Robert Rohling, Purang Abolmaesumi, Teresa Tsang
Automatic cine-based detection of patients at high risk of heart failure with reduced ejection fraction in echocardiograms. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 8 (5) (2020)
Mohammad H. Jafari, Hany Girgis, Nathan Van Woudenberg, Nathaniel Moulson, Christina Luong, Andrea Fung, Shane Balthazaar, John Jue, Michael Tsang, Parvathy Nair, Ken Gin, Robert Rohling, Purang Abolmaesumi, Teresa Tsang
Cardiac point-of-care to cart-based ultrasound translation using constrained CycleGAN. Int. J. Comput. Assist. Radiol. Surg. 15 (5) (2020)
Zhibin Liao, Hany Girgis, Amir H. Abdi, Hooman Vaseli, Jorden Hetherington, Robert Rohling, Ken Gin, Teresa Tsang, Purang Abolmaesumi
On Modelling Label Uncertainty in Deep Neural Networks: Automatic Estimation of Intra- Observer Variability in 2D Echocardiography Quality Assessment. IEEE Trans. Medical Imaging 39 (6) (2020)
Mohammad H. Jafari, Hany Girgis, Amir H. Abdi, Zhibin Liao, Mehran Pesteie, Robert Rohling, Ken Gin, Terasa Tsang, Purang Abolmaesumi
Semi-Supervised Learning For Cardiac Left Ventricle Segmentation Using Conditional Deep Generative Models as Prior. ISBI (2019)
Delaram Behnami, Zhibin Liao, Hany Girgis, Christina Luong, Robert Rohling, Ken Gin, Teresa Tsang, Purang Abolmaesumi
Dual-View Joint Estimation of Left Ventricular Ejection Fraction with Uncertainty Modelling in Echocardiograms. MICCAI (2) (2019)
Mohammad H. Jafari, Zhibin Liao, Hany Girgis, Mehran Pesteie, Robert Rohling, Ken Gin, Terasa Tsang, Purang Abolmaesumi
Echocardiography Segmentation by Quality Translation Using Anatomically Constrained CycleGAN. MICCAI (5) (2019)
Mohammad H. Jafari, Hany Girgis, Nathan Van Woudenberg, Zhibin Liao, Robert Rohling, Ken Gin, Purang Abolmaesumi, Terasa Tsang
Automatic biplane left ventricular ejection fraction estimation with mobile point-of-care ultrasound using multi-task learning and adversarial training. Int. J. Comput. Assist. Radiol. Surg. 14 (6) (2019)
Zhibin Liao, Hany Girgis, Amir H. Abdi, Hooman Vaseli, Jorden Hetherington, Robert Rohling, Ken Gin, Teresa Tsang, Purang Abolmaesumi
On Modelling Label Uncertainty in Deep Neural Networks: Automatic Estimation of Intra-observer Variability in 2D Echocardiography Quality Assessment. CoRR (2019)
Fatemeh Taheri Dezaki, Hany Girgis, Robert Rohling, Ken Gin, Purang Abolmaesumi, Teresa Tsang
Frame Rate Up-Conversion in Echocardiography Using a Conditioned Variational Autoencoder and Generative Adversarial Model. MICCAI (2) (2019)
Hooman Vaseli, Zhibin Liao, Amir H. Abdi, Hany Girgis, Delaram Behnami, Christina Luong, Fatemeh Taheri Dezaki, Neeraj Dhungel, Robert Rohling, Ken Gin, Purang Abolmaesumi, Teresa Tsang
Designing lightweight deep learning models for echocardiography view classification. Medical Imaging: Image-Guided Procedures (2019)
Fatemeh Taheri Dezaki, Zhibin Liao, Christina Luong, Hany Girgis, Neeraj Dhungel, Amir H. Abdi, Delaram Behnami, Ken Gin, Robert Rohling, Purang Abolmaesumi, Teresa Tsang
Cardiac Phase Detection in Echocardiograms With Densely Gated Recurrent Neural Networks and Global Extrema Loss. IEEE Trans. Medical Imaging 38 (8) (2019)
Mohammad H. Jafari, Hany Girgis, Zhibin Liao, Delaram Behnami, Amir H. Abdi, Hooman Vaseli, Christina Luong, Robert Rohling, Ken Gin, Teresa Tsang, Purang Abolmaesumi
A Unified Framework Integrating Recurrent Fully-Convolutional Networks and Optical Flow for Segmentation of the Left Ventricle in Echocardiography Data. DLMIA/ML-CDS@MICCAI (2018)
Delaram Behnami, Christina Luong, Hooman Vaseli, Amir H. Abdi, Hany Girgis, Dale Hawley, Robert Rohling, Ken Gin, Purang Abolmaesumi, Teresa Tsang
Automatic Detection of Patients with a High Risk of Systolic Cardiac Failure in Echocardiography. DLMIA/ML-CDS@MICCAI (2018)
Amir H. Abdi, Christina Luong, Teresa Tsang, John Jue, Ken Gin, Darwin Yeung, Dale Hawley, Robert Rohling, Purang Abolmaesumi
Quality Assessment of Echocardiographic Cine Using Recurrent Neural Networks: Feasibility on Five Standard View Planes. MICCAI (3) (2017)
Amir H. Abdi, Christina Luong, Teresa Tsang, Gregory Allan, Saman Nouranian, John Jue, Dale Hawley, Sarah Fleming, Ken Gin, Jody Swift, Robert Rohling, Purang Abolmaesumi
Automatic quality assessment of apical four-chamber echocardiograms using deep convolutional neural networks. Medical Imaging: Image Processing (2017)
Fatemeh Taheri Dezaki, Neeraj Dhungel, Amir H. Abdi, Christina Luong, Teresa Tsang, John Jue, Ken Gin, Dale Hawley, Robert Rohling, Purang Abolmaesumi
Deep Residual Recurrent Neural Networks for Characterisation of Cardiac Cycle Phase from Echocardiograms. DLMIA/ML-CDS@MICCAI (2017)
Gregory Allan, Saman Nouranian, Teresa Tsang, Alexander Seitel, Maryam S. Mirian, John Jue, Dale Hawley, Sarah Fleming, Ken Gin, Jody Swift, Robert Rohling, Purang Abolmaesumi
Simultaneous Analysis of 2D Echo Views for Left Atrial Segmentation and Disease Detection. IEEE Trans. Medical Imaging 36 (1) (2017)
Amir H. Abdi, Christina Luong, Teresa Tsang, Gregory Allan, Saman Nouranian, John Jue, Dale Hawley, Sarah Fleming, Ken Gin, Jody Swift, Robert Rohling, Purang Abolmaesumi
Correction to "Automatic Quality Assessment of Echocardiograms Using Convolutional Neural Networks: Feasibility on the Apical Four-Chamber View". IEEE Trans. Medical Imaging 36 (9) (2017)
Amir H. Abdi, Christina Luong, Teresa Tsang, Gregory Allan, Saman Nouranian, John Jue, Dale Hawley, Sarah Fleming, Ken Gin, Jody Swift, Robert Rohling, Purang Abolmaesumi
Automatic Quality Assessment of Echocardiograms Using Convolutional Neural Networks: Feasibility on the Apical Four-Chamber View. IEEE Trans. Medical Imaging 36 (6) (2017)