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)

Simultaneous Analysis of 2D Echo Views for Left Atrial Segmentation and Disease Detection. - 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 (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)

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)

GAN-enhanced Conditional Echocardiogram Generation. - Amir H. Abdi; Teresa Tsang; Purang Abolmaesumi (CoRR, 2019)

A Study into Echocardiography View Conversion. - Amir H. Abdi; Mohammad H. Jafari 001; Sidney S. Fels; Teresa Tsang; Purang Abolmaesumi (CoRR, 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)

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)

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)

Imaging Biomarker Knowledge Transfer for Attention-Based Diagnosis of COVID-19 in Lung Ultrasound Videos. - Tyler Lum; Mobina Mahdavi; Oron Frenkel; Christopher Lee; Mohammad H. Jafari 001; Fatemeh Taheri Dezaki; Nathan Van Woudenberg; Ang Nan Gu; 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)

Class Impression for Data-Free Incremental Learning. - Sana Ayromlou; Purang Abolmaesumi; Teresa Tsang; Xiaoxiao Li (MICCAI (4), 2022)

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)

EchoGNN: Explainable Ejection Fraction Estimation with Graph Neural Networks. - Masoud Mokhtari; Teresa Tsang; Purang Abolmaesumi; Renjie Liao (MICCAI (4), 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)

ProtoASNet: Dynamic Prototypes for Inherently Interpretable and Uncertainty-Aware Aortic Stenosis Classification in Echocardiography. - Hooman Vaseli; Ang Nan Gu; S. Neda Ahmadi Amiri; Michael Y. Tsang; Andrea Fung; Nima Kondori; Armin Saadat; Purang Abolmaesumi; Teresa S. M. Tsang (MICCAI (6), 2023)

GEMTrans: A General, Echocardiography-Based, Multi-level Transformer Framework for Cardiovascular Diagnosis. - Masoud Mokhtari; Neda Ahmadi; Teresa S. M. Tsang; Purang Abolmaesumi; Renjie Liao (MLMI@MICCAI (2), 2023)

Reliable Multi-view Learning with Conformal Prediction for Aortic Stenosis Classification in Echocardiography. - Ang Nan Gu; Michael Y. Tsang; Hooman Vaseli; Teresa Tsang; Purang Abolmaesumi (MICCAI (1), 2024)

CCSI: Continual Class-Specific Impression for data-free class incremental learning. - Sana Ayromlou; Teresa Tsang; Purang Abolmaesumi; Xiaoxiao Li (Medical Image Anal., 2024)

Transformer-Based Spatio-Temporal Analysis for Classification of Aortic Stenosis Severity From Echocardiography Cine Series. - S. Neda Ahmadi Amiri; Michael Y. Tsang; Ang Nan Gu; Teresa S. M. Tsang; Purang Abolmaesumi (IEEE Trans. Medical Imaging, 2024)

ProtoASNet: Comprehensive evaluation and enhanced performance with uncertainty estimation for aortic stenosis classification in echocardiography. - Ang Nan Gu; Hooman Vaseli; Michael Y. Tsang; Victoria Wu; S. Neda Ahmadi Amiri; Nima Kondori; Andrea Fung; Teresa S. M. Tsang; Purang Abolmaesumi (Medical Image Anal., 2025)