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ORCIDTeresa Tsang
Teresa S. M. Tsang – Terasa Tsang
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2020 – today
- 2024
[j12]Sana Ayromlou, Teresa Tsang
, Purang Abolmaesumi, Xiaoxiao Li:
CCSI: Continual Class-Specific Impression for data-free class incremental learning. Medical Image Anal. 97: 103239 (2024)- [j11]S. Neda Ahmadi Amiri, Michael Y. Tsang, Ang Nan Gu, Teresa S. M. Tsang, Purang Abolmaesumi:
Transformer-Based Spatio-Temporal Analysis for Classification of Aortic Stenosis Severity From Echocardiography Cine Series. IEEE Trans. Medical Imaging 43(1): 366-376 (2024) - [c30]Ang Nan Gu, Michael Y. Tsang, Hooman Vaseli, Teresa Tsang, Purang Abolmaesumi:
Reliable Multi-view Learning with Conformal Prediction for Aortic Stenosis Classification in Echocardiography. MICCAI (1) 2024: 327-337 - [i13]Sana Ayromlou, Teresa Tsang, Purang Abolmaesumi, Xiaoxiao Li:
CCSI: Continual Class-Specific Impression for Data-free Class Incremental Learning. CoRR abs/2406.05631 (2024) - [i12]Ang Nan Gu, Michael Y. Tsang, Hooman Vaseli, Teresa Tsang, Purang Abolmaesumi:
Reliable Multi-View Learning with Conformal Prediction for Aortic Stenosis Classification in Echocardiography. CoRR abs/2409.09680 (2024) - 2023
- [c29]Masoud Mokhtari, Mobina Mahdavi, Hooman Vaseli, Christina Luong, Purang Abolmaesumi, Teresa S. M. Tsang, Renjie Liao:
EchoGLAD: Hierarchical Graph Neural Networks for Left Ventricle Landmark Detection on Echocardiograms. MICCAI (4) 2023: 227-237 - [c28]Hooman Vaseli, Ang Nan Gu, S. Neda Ahmadi Amiri, Michael Y. Tsang, Andrea Fung, Nima Kondori, Armin Saadat, Purang Abolmaesumi, Teresa S. M. Tsang:
ProtoASNet: Dynamic Prototypes for Inherently Interpretable and Uncertainty-Aware Aortic Stenosis Classification in Echocardiography. MICCAI (6) 2023: 368-378 - [c27]Masoud Mokhtari, Neda Ahmadi, Teresa S. M. Tsang, Purang Abolmaesumi, Renjie Liao:
GEMTrans: A General, Echocardiography-Based, Multi-level Transformer Framework for Cardiovascular Diagnosis. MLMI@MICCAI (2) 2023: 1-10 - [i11]Masoud Mokhtari, Mobina Mahdavi, Hooman Vaseli, Christina Luong, Purang Abolmaesumi, Teresa S. M. Tsang, Renjie Liao:
EchoGLAD: Hierarchical Graph Neural Networks for Left Ventricle Landmark Detection on Echocardiograms. CoRR abs/2307.12229 (2023) - [i10]Hooman Vaseli, Ang Nan Gu, S. Neda Ahmadi Amiri, Michael Y. Tsang, Andrea Fung, Nima Kondori, Armin Saadat, Purang Abolmaesumi, Teresa S. M. Tsang:
ProtoASNet: Dynamic Prototypes for Inherently Interpretable and Uncertainty-Aware Aortic Stenosis Classification in Echocardiography. CoRR abs/2307.14433 (2023) - [i9]Masoud Mokhtari, Neda Ahmadi, Teresa S. M. Tsang, Purang Abolmaesumi, Renjie Liao:
GEMTrans: A General, Echocardiography-based, Multi-Level Transformer Framework for Cardiovascular Diagnosis. CoRR abs/2308.13217 (2023) - 2022
- [j10]Mohammad H. Jafari, Christina Luong, Michael Y. Tsang, Ang Nan Gu, Nathan Van Woudenberg, Robert Rohling, Teresa Tsang, Purang Abolmaesumi:
U-LanD: Uncertainty-Driven Video Landmark Detection. IEEE Trans. Medical Imaging 41(4): 793-804 (2022) - [c26]Mobina Mahdavi, Hooman Vaseli, Christina Luong, Nathan Van Woudenberg, Mohammad H. Jafari, Purang Abolmaesumi, Teresa Tsang:
Differential Learning from Sparse and Noisy Labels for Robust Detection of Clinical Landmarks in Echo Cine Series. ASMUS@MICCAI 2022: 44-53 - [c25]Sana Ayromlou, Purang Abolmaesumi, Teresa Tsang, Xiaoxiao Li:
Class Impression for Data-Free Incremental Learning. MICCAI (4) 2022: 320-329 - [c24]Masoud Mokhtari, Teresa Tsang, Purang Abolmaesumi, Renjie Liao:
EchoGNN: Explainable Ejection Fraction Estimation with Graph Neural Networks. MICCAI (4) 2022: 360-369 - [c23]Mohammad Mahdi Kazemi Esfeh, Zahra Gholami, Christina Luong, Teresa Tsang, Purang Abolmaesumi:
DEUE: Delta Ensemble Uncertainty Estimation for a More Robust Estimation of Ejection Fraction. MICCAI (8) 2022: 525-534 - [c22]Jamie Alexis D. Goco, Mohammad H. Jafari, Christina Luong, Teresa Tsang, Purang Abolmaesumi:
An efficient deep landmark detection network for PLAX EF estimation using sparse annotations. Medical Imaging: Image-Guided Procedures 2022 - [c21]Xinyu Kang, Mohammad H. Jafari, Mohammad Mahdi Kazemi Esfeh, Christina Luong, Teresa Tsang, Purang Abolmaesumi:
A light-weight deep video network: towards robust assessment of ejection fraction on mobile devices. Medical Imaging: Image-Guided Procedures 2022 - [i8]Sana Ayromlou, Purang Abolmaesumi, Teresa Tsang, Xiaoxiao Li:
Class Impression for Data-free Incremental Learning. CoRR abs/2207.00005 (2022) - [i7]Masoud Mokhtari, Teresa Tsang, Purang Abolmaesumi, Renjie Liao:
EchoGNN: Explainable Ejection Fraction Estimation with Graph Neural Networks. CoRR abs/2208.14003 (2022) - 2021
- [j9]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): 2092-2104 (2021) - [c20]Jianzhe Lin, Ghazal Sahebzamani, Christina Luong, Fatemeh Taheri Dezaki, Mohammad H. Jafari, Purang Abolmaesumi, Teresa Tsang:
Reciprocal Landmark Detection and Tracking With Extremely Few Annotations. CVPR 2021: 15170-15179 - [c19]Ang Nan Gu, Mohammad H. Jafari, Christina Luong, Teresa Tsang, Purang Abolmaesumi:
Echocardiogram View Conversion using Clinically Constrained Conditional GAN. ISBI 2021: 96-99 - [c18]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: 110-113 - [c17]Mohammad H. Jafari, Nathan Van Woudenberg, Christina Luong, Purang Abolmaesumi, Teresa Tsang:
Deep Bayesian Image Segmentation For A More Robust Ejection Fraction Estimation. ISBI 2021: 1264-1268 - [c16]Ang Nan Gu, Christina Luong, Mohammad H. Jafari, Nathan Van Woudenberg, Hany Girgis, Purang Abolmaesumi, Teresa Tsang:
Efficient Echocardiogram View Classification with Sampling-Free Uncertainty Estimation. ASMUS@MICCAI 2021: 139-148 - [c15]Tyler Lum, Mobina Mahdavi, Oron Frenkel, Christopher Lee, Mohammad H. Jafari, Fatemeh Taheri Dezaki, Nathan Van Woudenberg, Ang Nan Gu, Purang Abolmaesumi, Teresa Tsang:
Imaging Biomarker Knowledge Transfer for Attention-Based Diagnosis of COVID-19 in Lung Ultrasound Videos. ASMUS@MICCAI 2021: 159-168 - [c14]Tom Ginsberg, Ro-ee Tal, Michael Y. Tsang, Calum Macdonald, Fatemeh Taheri Dezaki, John van der Kuur, Christina Luong, Purang Abolmaesumi, Teresa Tsang:
Deep Video Networks for Automatic Assessment of Aortic Stenosis in Echocardiography. ASMUS@MICCAI 2021: 202-210 - [i6]Jianzhe Lin, Ghazal Sahebzamani, Christina Luong, Fatemeh Taheri Dezaki, Mohammad H. Jafari, Purang Abolmaesumi, Teresa Tsang:
Reciprocal Landmark Detection and Tracking with Extremely Few Annotations. CoRR abs/2101.11224 (2021) - [i5]Mohammad H. Jafari, Christina Luong, Michael Y. Tsang, Ang Nan Gu, Nathan Van Woudenberg, Robert Rohling, Teresa Tsang, Purang Abolmaesumi:
U-LanD: Uncertainty-Driven Video Landmark Detection. CoRR abs/2102.01586 (2021) - [i4]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 abs/2102.02287 (2021) - 2020
- [j8]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:
Cardiac point-of-care to cart-based ultrasound translation using constrained CycleGAN. Int. J. Comput. Assist. Radiol. Surg. 15(5): 877-886 (2020) - [j7]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): 502-508 (2020) - [j6]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): 1868-1883 (2020) - [c13]Mohammad Mahdi Kazemi Esfeh, Christina Luong, Delaram Behnami, Teresa Tsang, Purang Abolmaesumi:
A Deep Bayesian Video Analysis Framework: Towards a More Robust Estimation of Ejection Fraction. MICCAI (2) 2020: 582-590
2010 – 2019
- 2019
- [j5]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): 1027-1037 (2019) - [j4]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): 1821-1832 (2019) - [c12]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: 649-652 - [c11]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: 655-663 - [c10]Zhibin Liao, Mohammad H. Jafari, Hany Girgis, Kenneth Gin, Robert Rohling, Purang Abolmaesumi, Teresa Tsang:
Echocardiography View Classification Using Quality Transfer Star Generative Adversarial Networks. MICCAI (2) 2019: 687-695 - [c9]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: 696-704 - [c8]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: 705-713 - [c7]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: 109510F - [i3]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 abs/1911.00674 (2019) - [i2]Amir H. Abdi, Teresa Tsang, Purang Abolmaesumi:
GAN-enhanced Conditional Echocardiogram Generation. CoRR abs/1911.02121 (2019) - [i1]Amir H. Abdi, Mohammad H. Jafari, Sidney S. Fels, Teresa Tsang, Purang Abolmaesumi:
A Study into Echocardiography View Conversion. CoRR abs/1912.03120 (2019) - 2018
- [c6]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: 29-37 - [c5]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: 65-73 - [c4]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:
Quantitative Echocardiography: Real-Time Quality Estimation and View Classification Implemented on a Mobile Android Device. POCUS/BIVPCS/CuRIOUS/CPM@MICCAI 2018: 74-81 - 2017
- [j3]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): 40-50 (2017) - [j2]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): 1221-1230 (2017) - [j1]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): 1992 (2017) - [c3]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: 100-108 - [c2]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: 302-310 - [c1]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: 101330S
Coauthor Index
[j12] [j11] [c30] [i13] [i12] [c29] [c28] [c27] [i11] [i10] [i9] [j10] [c26] [c25] [c24] [c23] [c22] [c21] [i8] [i7] [j9] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [i6] [i5] [i4] [j8] [j7] [j6] [c13] [j5] [j4] [c12] [c11] [c10] [c9] [c8] [c7] [i3] [i2] [i1] [c6] [c5] [c4] [j3] [j2] [j1] [c3] [c2] [c1]
Ken Gin
aka: Kenneth Gin
aka: Kenneth Gin
Hani Girgis
aka: Hany Girgis
aka: Hany Girgis
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