Automatic Detection of Patients with a High Risk of Systolic Cardiac Failure in Echocardiography. - Delaram Behnami; Christina Luong 001; Hooman Vaseli; Amir H. Abdi; Hany Girgis; Dale Hawley; Robert Rohling; Ken Gin; Purang Abolmaesumi; Teresa Tsang (DLMIA/ML-CDS@MICCAI, 2018)

A Unified Framework Integrating Recurrent Fully-Convolutional Networks and Optical Flow for Segmentation of the Left Ventricle in Echocardiography Data. - Mohammad H. Jafari 001; Hany Girgis; Zhibin Liao; Delaram Behnami; Amir H. Abdi; Hooman Vaseli; Christina Luong 001; Robert Rohling; Ken Gin; Teresa Tsang; Purang Abolmaesumi (DLMIA/ML-CDS@MICCAI, 2018)

Quantitative Echocardiography: Real-Time Quality Estimation and View Classification Implemented on a Mobile Android Device. - Nathan Van Woudenberg; Zhibin Liao; Amir H. Abdi; Hani Girgis; Christina Luong 001; Hooman Vaseli; Delaram Behnami; Haotian Zhang; Kenneth Gin; Robert Rohling; Teresa Tsang; Purang Abolmaesumi (POCUS/BIVPCS/CuRIOUS/CPM@MICCAI, 2018)

Semi-Supervised Learning For Cardiac Left Ventricle Segmentation Using Conditional Deep Generative Models as Prior. - Mohammad H. Jafari 001; Hany Girgis; Amir H. Abdi; Zhibin Liao; Mehran Pesteie; Robert Rohling; Ken Gin; Terasa Tsang; Purang Abolmaesumi (ISBI, 2019)

Dual-View Joint Estimation of Left Ventricular Ejection Fraction with Uncertainty Modelling in Echocardiograms. - Delaram Behnami; Zhibin Liao; Hany Girgis; Christina Luong 001; Robert Rohling; Ken Gin; Teresa Tsang; Purang Abolmaesumi (MICCAI (2), 2019)

Frame Rate Up-Conversion in Echocardiography Using a Conditioned Variational Autoencoder and Generative Adversarial Model. - Fatemeh Taheri Dezaki; Hany Girgis; Robert Rohling; Ken Gin; Purang Abolmaesumi; Teresa Tsang (MICCAI (2), 2019)

Echocardiography Segmentation by Quality Translation Using Anatomically Constrained CycleGAN. - Mohammad H. Jafari 001; Zhibin Liao; Hany Girgis; Mehran Pesteie; Robert Rohling; Ken Gin; Terasa Tsang; Purang Abolmaesumi (MICCAI (5), 2019)

Echocardiography View Classification Using Quality Transfer Star Generative Adversarial Networks. - Zhibin Liao; Mohammad H. Jafari 001; Hany Girgis; Kenneth Gin; Robert Rohling; Purang Abolmaesumi; Teresa Tsang (MICCAI (2), 2019)

Designing lightweight deep learning models for echocardiography view classification. - Hooman Vaseli; Zhibin Liao; Amir H. Abdi; Hany Girgis; Delaram Behnami; Christina Luong 001; Fatemeh Taheri Dezaki; Neeraj Dhungel; Robert Rohling; Ken Gin; Purang Abolmaesumi; Teresa Tsang (Image-Guided Procedures, 2019)

Automatic biplane left ventricular ejection fraction estimation with mobile point-of-care ultrasound using multi-task learning and adversarial training. - Mohammad H. Jafari 001; Hany Girgis; Nathan Van Woudenberg; Zhibin Liao; Robert Rohling; Ken Gin; Purang Abolmaesumi; Terasa Tsang (Int. J. Comput. Assist. Radiol. Surg., 2019)

Cardiac Phase Detection in Echocardiograms With Densely Gated Recurrent Neural Networks and Global Extrema Loss. - Fatemeh Taheri Dezaki; Zhibin Liao; Christina Luong 001; Hany Girgis; Neeraj Dhungel; Amir H. Abdi; Delaram Behnami; Ken Gin; Robert Rohling; Purang Abolmaesumi; Teresa Tsang (IEEE Trans. Medical Imaging, 2019)

Cardiac point-of-care to cart-based ultrasound translation using constrained CycleGAN. - Mohammad H. Jafari 001; Hany Girgis; Nathan Van Woudenberg; Nathaniel Moulson; Christina Luong 001; Andrea Fung; Shane Balthazaar; John Jue; Michael Y. Tsang; Parvathy Nair; Ken Gin; Robert Rohling; et al. (Int. J. Comput. Assist. Radiol. Surg., 2020)

Automatic cine-based detection of patients at high risk of heart failure with reduced ejection fraction in echocardiograms. - Delaram Behnami; Christina Luong 001; Hooman Vaseli; Hany Girgis; Amir H. Abdi; Dale Hawley; Ken Gin; Robert Rohling; Purang Abolmaesumi; Teresa Tsang (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2020)

On Modelling Label Uncertainty in Deep Neural Networks: Automatic Estimation of Intra- Observer Variability in 2D Echocardiography Quality Assessment. - Zhibin Liao; Hany Girgis; Amir H. Abdi; Hooman Vaseli; Jorden Hetherington; Robert Rohling; Ken Gin; Teresa Tsang; Purang Abolmaesumi (IEEE Trans. Medical Imaging, 2020)

Efficient Echocardiogram View Classification with Sampling-Free Uncertainty Estimation. - Ang Nan Gu; Christina Luong 001; Mohammad H. Jafari 001; Nathan Van Woudenberg; Hany Girgis; Purang Abolmaesumi; Teresa Tsang (ASMUS@MICCAI, 2021)