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EchoGNN: Explainable Ejection Fraction Estimation with Graph Neural Networks


Aug 30, 2022
Masoud Mokhtari, Teresa Tsang, Purang Abolmaesumi, Renjie Liao

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* To be published in MICCAI 2022 

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Class Impression for Data-free Incremental Learning


Jul 04, 2022
Sana Ayromlou, Purang Abolmaesumi, Teresa Tsang, Xiaoxiao Li

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* To be appeared in MICCAI 2022 

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Echo-SyncNet: Self-supervised Cardiac View Synchronization in Echocardiography


Feb 03, 2021
Fatemeh Taheri Dezaki, Christina Luong, Tom Ginsberg, Robert Rohling, Ken Gin, Purang Abolmaesumi, Teresa Tsang

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* 13 pages, 15 figures, submitted 

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U-LanD: Uncertainty-Driven Video Landmark Detection


Feb 02, 2021
Mohammad H. Jafari, Christina Luong, Michael Tsang, Ang Nan Gu, Nathan Van Woudenberg, Robert Rohling, Teresa Tsang, Purang Abolmaesumi

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Reciprocal Landmark Detection and Tracking with Extremely Few Annotations


Jan 27, 2021
Jianzhe Lin, Ghazal Sahebzamani, Christina Luong, Fatemeh Taheri Dezaki, Mohammad Jafari, Purang Abolmaesumi, Teresa Tsang

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GAN-enhanced Conditional Echocardiogram Generation


Nov 23, 2019
Amir H. Abdi, Teresa Tsang, Purang Abolmaesumi

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* Workshop of Medical Imaging Meets NeurIPS, NeurIPS 2019 

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On Modelling Label Uncertainty in Deep Neural Networks: Automatic Estimation of Intra-observer Variability in 2D Echocardiography Quality Assessment


Nov 02, 2019
Zhibin Liao, Hany Girgis, Amir Abdi, Hooman Vaseli, Jorden Hetherington, Robert Rohling, Ken Gin, Teresa Tsang, Purang Abolmaesumi

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