Christina Luong

43 papers A* 1B 1Journal 19Unranked 22
YearRankTypeTitle / Venue / Authors
2026 J jnl
MultiASNet: Multimodal Label Noise Robust Framework for the Classification of Aortic Stenosis in Echocardiography.
IEEE Trans. Medical Imaging
Victoria Wu, Andrea Fung, Bahar Khodabakhshian, Baraa Abdelsamad, Hooman Vaseli, S. Neda Ahmadi Amiri, Jamie Alexis D. Goco, Michael Y. Tsang, Christina Luong, Purang Abolmaesumi, Teresa S. M. Tsang
2026 J jnl
Optimizing Point-of-Care Ultrasound Video Acquisition for Probabilistic Multi-Task Heart Failure Detection.
CoRR
Armin Saadat, Nima Hashemi, Bahar Khodabakhshian, Michael Y. Tsang, Christina Luong, Teresa S. M. Tsang, Purang Abolmaesumi
2026 J jnl
Point Tracking as a Temporal Cue for Robust Myocardial Segmentation in Echocardiography Videos.
CoRR
Bahar Khodabakhshian, Nima Hashemi, Armin Saadat, Zahra Gholami, In-Chang Hwang, Samira Sojoudi, Christina Luong, Purang Abolmaesumi, Teresa Tsang
2025 J jnl
ControlEchoSynth: Boosting Ejection Fraction Estimation Models via Controlled Video Diffusion.
CoRR
Nima Kondori, Hanwen Liang, Hooman Vaseli, Bingyu Xie, Christina Luong, Purang Abolmaesumi, Teresa Tsang, Renjie Liao
2025 J jnl
EchoAgent: Guideline-Centric Reasoning Agent for Echocardiography Measurement and Interpretation.
CoRR
Matin Daghyani, Lyuyang Wang, Nima Hashemi, Bassant Medhat, Baraa Abdelsamad, Eros Rojas Velez, Xiaoxiao Li, Michael Y. Tsang, Christina Luong, Teresa S. M. Tsang, Purang Abolmaesumi
2025 — conf
HiProtoNet: Hyperbolic Hierarchy-Aware Part Prototypes for Aortic Stenosis Severity Classification.
ASMUS@MICCAI
Hooman Vaseli, Victoria Wu, Diane Kim, Michael Y. Tsang, Ang Nan Gu, Christina Luong, Purang Abolmaesumi, Teresa S. M. Tsang
2025 — conf
PRECISE-AS: Personalized Reinforcement Learning for Efficient Point-of-Care Echocardiography in Aortic Stenosis Diagnosis.
MICCAI (14)
Armin Saadat, Nima Hashemi, Hooman Vaseli, Michael Y. Tsang, Christina Luong, Michiel van de Panne, Teresa S. M. Tsang, Purang Abolmaesumi
2025 J jnl
PRECISE-AS: Personalized Reinforcement Learning for Efficient Point-of-Care Echocardiography in Aortic Stenosis Diagnosis.
CoRR
Armin Saadat, Nima Hashemi, Hooman Vaseli, Michael Y. Tsang, Christina Luong, Michiel van de Panne, Teresa S. M. Tsang, Purang Abolmaesumi
2025 — conf
ProtoEFNet: Dynamic Prototype Learning for Inherently Interpretable Ejection Fraction Estimation in Echocardiography.
iMIMIC@MICCAI
Yeganeh Ghamary, Victoria Wu, Hooman Vaseli, Christina Luong, Teresa Tsang, Siavash Bigdeli, Purang Abolmaesumi
2025 J jnl
ProtoEFNet: Dynamic Prototype Learning for Inherently Interpretable Ejection Fraction Estimation in Echocardiography.
CoRR
Yeganeh Ghamary, Victoria Wu, Hooman Vaseli, Christina Luong, Teresa Tsang, Siavash Bigdeli, Purang Abolmaesumi
2025 — conf
TREAT-Net: Tabular-Referenced Echocardiography Analysis for Acute Coronary Syndrome Treatment Prediction.
ASMUS@MICCAI
Diane Kim, Minh Nguyen Nhat To, Sherif Abdalla, Teresa S. M. Tsang, Purang Abolmaesumi, Christina Luong
2025 J jnl
TREAT-Net: Tabular-Referenced Echocardiography Analysis for Acute Coronary Syndrome Treatment Prediction.
CoRR
Diane Kim, Minh Nguyen Nhat To, Sherif Abdalla, Teresa S. M. Tsang, Purang Abolmaesumi, Christina Luong
2023 — conf
EchoGLAD: Hierarchical Graph Neural Networks for Left Ventricle Landmark Detection on Echocardiograms.
MICCAI (4)
Masoud Mokhtari, Mobina Mahdavi, Hooman Vaseli, Christina Luong, Purang Abolmaesumi, Teresa S. M. Tsang, Renjie Liao
2023 J jnl
EchoGLAD: Hierarchical Graph Neural Networks for Left Ventricle Landmark Detection on Echocardiograms.
CoRR
Masoud Mokhtari, Mobina Mahdavi, Hooman Vaseli, Christina Luong, Purang Abolmaesumi, Teresa S. M. Tsang, Renjie Liao
2022 — conf
A light-weight deep video network: towards robust assessment of ejection fraction on mobile devices.
Image-Guided Procedures
Xinyu Kang, Mohammad H. Jafari, Mohammad Mahdi Kazemi Esfeh, Christina Luong, Teresa Tsang, Purang Abolmaesumi
2022 — conf
An efficient deep landmark detection network for PLAX EF estimation using sparse annotations.
Image-Guided Procedures
Jamie Alexis D. Goco, Mohammad H. Jafari, Christina Luong, Teresa Tsang, Purang Abolmaesumi
2022 — conf
DEUE: Delta Ensemble Uncertainty Estimation for a More Robust Estimation of Ejection Fraction.
MICCAI (8)
Mohammad Mahdi Kazemi Esfeh, Zahra Gholami, Christina Luong, Teresa Tsang, Purang Abolmaesumi
2022 — conf
Differential Learning from Sparse and Noisy Labels for Robust Detection of Clinical Landmarks in Echo Cine Series.
ASMUS@MICCAI
Mobina Mahdavi, Hooman Vaseli, Christina Luong, Nathan Van Woudenberg, Mohammad H. Jafari, Purang Abolmaesumi, Teresa Tsang
2022 J jnl
U-LanD: Uncertainty-Driven Video Landmark Detection.
IEEE Trans. Medical Imaging
Mohammad H. Jafari, Christina Luong, Michael Y. Tsang, Ang Nan Gu, Nathan Van Woudenberg, Robert Rohling, Teresa Tsang, Purang Abolmaesumi
2021 — conf
Deep Bayesian Image Segmentation For A More Robust Ejection Fraction Estimation.
ISBI
Mohammad H. Jafari, Nathan Van Woudenberg, Christina Luong, Purang Abolmaesumi, Teresa Tsang
2021 — conf
Deep Video Networks for Automatic Assessment of Aortic Stenosis in Echocardiography.
ASMUS@MICCAI
Tom Ginsberg, Ro-ee Tal, Michael Y. Tsang, Calum Macdonald, Fatemeh Taheri Dezaki, John van der Kuur, Christina Luong, Purang Abolmaesumi, Teresa Tsang
2021 — conf
Echo-Rhythm Net: Semi-Supervised Learning For Automatic Detection of Atrial Fibrillation in Echocardiography.
ISBI
Fatemeh Taheri Dezaki, Tom Ginsberg, Christina Luong, Hooman Vaseli, Robert Rohling, Ken Gin, Purang Abolmaesumi, Teresa Tsang
2021 J jnl
Echo-SyncNet: Self-Supervised Cardiac View Synchronization in Echocardiography.
IEEE Trans. Medical Imaging
Fatemeh Taheri Dezaki, Christina Luong, Tom Ginsberg, Robert Rohling, Ken Gin, Purang Abolmaesumi, Teresa Tsang
2021 J jnl
Echo-SyncNet: Self-supervised Cardiac View Synchronization in Echocardiography.
CoRR
Fatemeh Taheri Dezaki, Christina Luong, Tom Ginsberg, Robert Rohling, Ken Gin, Purang Abolmaesumi, Teresa Tsang
2021 — conf
Echocardiogram View Conversion using Clinically Constrained Conditional GAN.
ISBI
Ang Nan Gu, Mohammad H. Jafari, Christina Luong, Teresa Tsang, Purang Abolmaesumi
2021 — conf
Efficient Echocardiogram View Classification with Sampling-Free Uncertainty Estimation.
ASMUS@MICCAI
Ang Nan Gu, Christina Luong, Mohammad H. Jafari, Nathan Van Woudenberg, Hany Girgis, Purang Abolmaesumi, Teresa Tsang
2021 A* conf
Reciprocal Landmark Detection and Tracking With Extremely Few Annotations.
CVPR
Jianzhe Lin, Ghazal Sahebzamani, Christina Luong, Fatemeh Taheri Dezaki, Mohammad H. Jafari, Purang Abolmaesumi, Teresa Tsang
2021 J jnl
Reciprocal Landmark Detection and Tracking with Extremely Few Annotations.
CoRR
Jianzhe Lin, Ghazal Sahebzamani, Christina Luong, Fatemeh Taheri Dezaki, Mohammad H. Jafari, Purang Abolmaesumi, Teresa Tsang
2021 J jnl
U-LanD: Uncertainty-Driven Video Landmark Detection.
CoRR
Mohammad H. Jafari, Christina Luong, Michael Y. Tsang, Ang Nan Gu, Nathan Van Woudenberg, Robert Rohling, Teresa Tsang, Purang Abolmaesumi
2020 — conf
A Deep Bayesian Video Analysis Framework: Towards a More Robust Estimation of Ejection Fraction.
MICCAI (2)
Mohammad Mahdi Kazemi Esfeh, Christina Luong, Delaram Behnami, Teresa Tsang, Purang Abolmaesumi
2020 J jnl
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.
Delaram Behnami, Christina Luong, Hooman Vaseli, Hany Girgis, Amir H. Abdi, Dale Hawley, Ken Gin, Robert Rohling, Purang Abolmaesumi, Teresa Tsang
2020 J jnl
Cardiac point-of-care to cart-based ultrasound translation using constrained CycleGAN.
Int. J. Comput. Assist. Radiol. Surg.
Mohammad H. Jafari, Hany Girgis, Nathan Van Woudenberg, Nathaniel Moulson, Christina Luong, Andrea Fung, Shane Balthazaar, John Jue, Michael Y. Tsang, Parvathy Nair, Ken Gin, Robert Rohling, Purang Abolmaesumi, Teresa Tsang
2019 J jnl
Cardiac Phase Detection in Echocardiograms With Densely Gated Recurrent Neural Networks and Global Extrema Loss.
IEEE Trans. Medical Imaging
Fatemeh Taheri Dezaki, Zhibin Liao, Christina Luong, Hany Girgis, Neeraj Dhungel, Amir H. Abdi, Delaram Behnami, Ken Gin, Robert Rohling, Purang Abolmaesumi, Teresa Tsang
2019 — conf
Designing lightweight deep learning models for echocardiography view classification.
Image-Guided Procedures
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
2019 — conf
Dual-View Joint Estimation of Left Ventricular Ejection Fraction with Uncertainty Modelling in Echocardiograms.
MICCAI (2)
Delaram Behnami, Zhibin Liao, Hany Girgis, Christina Luong, Robert Rohling, Ken Gin, Teresa Tsang, Purang Abolmaesumi
2018 — conf
A Unified Framework Integrating Recurrent Fully-Convolutional Networks and Optical Flow for Segmentation of the Left Ventricle in Echocardiography Data.
DLMIA/ML-CDS@MICCAI
Mohammad H. Jafari, Hany Girgis, Zhibin Liao, Delaram Behnami, Amir H. Abdi, Hooman Vaseli, Christina Luong, Robert Rohling, Ken Gin, Teresa Tsang, Purang Abolmaesumi
2018 — conf
Automatic Detection of Patients with a High Risk of Systolic Cardiac Failure in Echocardiography.
DLMIA/ML-CDS@MICCAI
Delaram Behnami, Christina Luong, Hooman Vaseli, Amir H. Abdi, Hany Girgis, Dale Hawley, Robert Rohling, Ken Gin, Purang Abolmaesumi, Teresa Tsang
2018 — conf
Quantitative Echocardiography: Real-Time Quality Estimation and View Classification Implemented on a Mobile Android Device.
POCUS/BIVPCS/CuRIOUS/CPM@MICCAI
Nathan Van Woudenberg, Zhibin Liao, Amir H. Abdi, Hani Girgis, Christina Luong, Hooman Vaseli, Delaram Behnami, Haotian Zhang, Kenneth Gin, Robert Rohling, Teresa Tsang, Purang Abolmaesumi
2017 J jnl
Automatic Quality Assessment of Echocardiograms Using Convolutional Neural Networks: Feasibility on the Apical Four-Chamber View.
IEEE Trans. Medical Imaging
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
2017 B conf
Automatic quality assessment of apical four-chamber echocardiograms using deep convolutional neural networks.
Image Processing
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
2017 J jnl
Correction to "Automatic Quality Assessment of Echocardiograms Using Convolutional Neural Networks: Feasibility on the Apical Four-Chamber View".
IEEE Trans. Medical Imaging
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
2017 — conf
Deep Residual Recurrent Neural Networks for Characterisation of Cardiac Cycle Phase from Echocardiograms.
DLMIA/ML-CDS@MICCAI
Fatemeh Taheri Dezaki, Neeraj Dhungel, Amir H. Abdi, Christina Luong, Teresa Tsang, John Jue, Ken Gin, Dale Hawley, Robert Rohling, Purang Abolmaesumi
2017 — conf
Quality Assessment of Echocardiographic Cine Using Recurrent Neural Networks: Feasibility on Five Standard View Planes.
MICCAI (3)
Amir H. Abdi, Christina Luong, Teresa Tsang, John Jue, Ken Gin, Darwin Yeung, Dale Hawley, Robert Rohling, Purang Abolmaesumi