Quality Assessment of Echocardiographic Cine Using Recurrent Neural Networks: Feasibility on Five Standard View Planes. - Amir H. Abdi; Christina Luong 001; Teresa Tsang; John Jue; Ken Gin; Darwin Yeung; Dale Hawley; Robert Rohling; Purang Abolmaesumi (MICCAI (3), 2017)

Deep Residual Recurrent Neural Networks for Characterisation of Cardiac Cycle Phase from Echocardiograms. - Fatemeh Taheri Dezaki; Neeraj Dhungel; Amir H. Abdi; Christina Luong 001; Teresa Tsang; John Jue; Ken Gin; Dale Hawley; Robert Rohling; Purang Abolmaesumi (DLMIA/ML-CDS@MICCAI, 2017)

Automatic quality assessment of apical four-chamber echocardiograms using deep convolutional neural networks. - Amir H. Abdi; Christina Luong 001; Teresa Tsang; Gregory Allan; Saman Nouranian; John Jue; Dale Hawley; Sarah Fleming; Ken Gin; Jody Swift; Robert Rohling; Purang Abolmaesumi (Image Processing, 2017)

Automatic Quality Assessment of Echocardiograms Using Convolutional Neural Networks: Feasibility on the Apical Four-Chamber View. - Amir H. Abdi; Christina Luong 001; Teresa Tsang; Gregory Allan; Saman Nouranian; John Jue; Dale Hawley; Sarah Fleming; Ken Gin; Jody Swift; Robert Rohling; Purang Abolmaesumi (IEEE Trans. Medical Imaging, 2017)

Correction to "Automatic Quality Assessment of Echocardiograms Using Convolutional Neural Networks: Feasibility on the Apical Four-Chamber View". - Amir H. Abdi; Christina Luong 001; Teresa Tsang; Gregory Allan; Saman Nouranian; John Jue; Dale Hawley; Sarah Fleming; Ken Gin; Jody Swift; Robert Rohling; Purang Abolmaesumi (IEEE Trans. Medical Imaging, 2017)

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)

Ensemble Imputation for Healthcare Data. - David Chen 003; Christopher Scott; Christina L. Luong; Itzhak Z. Attia; Che Ngufor; Adelaide M. Arruda-Olson; Patricia A. Pellikka (AMIA, 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)

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)

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)

A Deep Bayesian Video Analysis Framework: Towards a More Robust Estimation of Ejection Fraction. - Mohammad Mahdi Kazemi Esfeh; Christina Luong 001; Delaram Behnami; Teresa Tsang; Purang Abolmaesumi (MICCAI (2), 2020)

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)

Reciprocal Landmark Detection and Tracking With Extremely Few Annotations. - Jianzhe Lin; Ghazal Sahebzamani; Christina Luong 001; Fatemeh Taheri Dezaki; Mohammad H. Jafari 001; Purang Abolmaesumi; Teresa Tsang (CVPR, 2021)

Deep Bayesian Image Segmentation For A More Robust Ejection Fraction Estimation. - Mohammad H. Jafari 001; Nathan Van Woudenberg; Christina Luong 001; Purang Abolmaesumi; Teresa Tsang (ISBI, 2021)

Echo-Rhythm Net: Semi-Supervised Learning For Automatic Detection of Atrial Fibrillation in Echocardiography. - Fatemeh Taheri Dezaki; Tom Ginsberg; Christina Luong 001; Hooman Vaseli; Robert Rohling; Ken Gin; Purang Abolmaesumi; Teresa Tsang (ISBI, 2021)

Echocardiogram View Conversion using Clinically Constrained Conditional GAN. - Ang Nan Gu; Mohammad H. Jafari 001; Christina Luong 001; Teresa Tsang; Purang Abolmaesumi (ISBI, 2021)

Deep Video Networks for Automatic Assessment of Aortic Stenosis in Echocardiography. - Tom Ginsberg; Ro-ee Tal; Michael Y. Tsang; Calum Macdonald; Fatemeh Taheri Dezaki; John van der Kuur; Christina Luong 001; Purang Abolmaesumi; Teresa Tsang (ASMUS@MICCAI, 2021)

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)

Echo-SyncNet: Self-Supervised Cardiac View Synchronization in Echocardiography. - Fatemeh Taheri Dezaki; Christina Luong 001; Tom Ginsberg; Robert Rohling; Ken Gin; Purang Abolmaesumi; Teresa Tsang (IEEE Trans. Medical Imaging, 2021)

DEUE: Delta Ensemble Uncertainty Estimation for a More Robust Estimation of Ejection Fraction. - Mohammad Mahdi Kazemi Esfeh; Zahra Gholami; Christina Luong 001; Teresa Tsang; Purang Abolmaesumi (MICCAI (8), 2022)

Differential Learning from Sparse and Noisy Labels for Robust Detection of Clinical Landmarks in Echo Cine Series. - Mobina Mahdavi; Hooman Vaseli; Christina Luong 001; Nathan Van Woudenberg; Mohammad H. Jafari 001; Purang Abolmaesumi; Teresa Tsang (ASMUS@MICCAI, 2022)

An efficient deep landmark detection network for PLAX EF estimation using sparse annotations. - Jamie Alexis D. Goco; Mohammad H. Jafari 001; Christina Luong 001; Teresa Tsang; Purang Abolmaesumi (Image-Guided Procedures, 2022)

A light-weight deep video network: towards robust assessment of ejection fraction on mobile devices. - Xinyu Kang; Mohammad H. Jafari 001; Mohammad Mahdi Kazemi Esfeh; Christina Luong 001; Teresa Tsang; Purang Abolmaesumi (Image-Guided Procedures, 2022)

U-LanD: Uncertainty-Driven Video Landmark Detection. - Mohammad H. Jafari 001; Christina Luong 001; Michael Y. Tsang; Ang Nan Gu; Nathan Van Woudenberg; Robert Rohling; Teresa Tsang; Purang Abolmaesumi (IEEE Trans. Medical Imaging, 2022)

EchoGLAD: Hierarchical Graph Neural Networks for Left Ventricle Landmark Detection on Echocardiograms. - Masoud Mokhtari; Mobina Mahdavi; Hooman Vaseli; Christina Luong 001; Purang Abolmaesumi; Teresa S. M. Tsang; Renjie Liao (MICCAI (4), 2023)