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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

* 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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PEP: Parameter Ensembling by Perturbation


Oct 24, 2020
Alireza Mehrtash, Purang Abolmaesumi, Polina Golland, Tina Kapur, Demian Wassermann, William M. Wells III

* NeurIPS 2020 

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Variational Learning with Disentanglement-PyTorch


Dec 11, 2019
Amir H. Abdi, Purang Abolmaesumi, Sidney Fels

* Disentanglement Challenge - 33rd Conference on Neural Information Processing Systems (NeurIPS) - NeurIPS 2019 

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A Study into Echocardiography View Conversion


Dec 05, 2019
Amir H. Abdi, Mohammad H. Jafari, Sidney Fels, Theresa Tsang, Purang Abolmaesumi

* Workshop of Medical Imaging Meets NeurIPS, NeurIPS 2019 

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Confidence Calibration and Predictive Uncertainty Estimation for Deep Medical Image Segmentation


Nov 29, 2019
Alireza Mehrtash, William M. Wells III, Clare M. Tempany, Purang Abolmaesumi, Tina Kapur


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A Preliminary Study of Disentanglement With Insights on the Inadequacy of Metrics


Nov 26, 2019
Amir H. Abdi, Purang Abolmaesumi, Sidney Fels

* Disentanglement Challenge - NeurIPS 2019 

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GAN-enhanced Conditional Echocardiogram Generation


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

* 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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Variational Shape Completion for Virtual Planning of Jaw Reconstructive Surgery


Jul 15, 2019
Amir H. Abdi, Mehran Pesteie, Eitan Prisman, Purang Abolmaesumi, Sidney Fels


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Variational Mandible Shape Completion for Virtual Surgical Planning


Jun 27, 2019
Amir H. Abdi, Mehran Pesteie, Eitan Prisman, Purang Abolmaesumi, Sidney Fels


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Deep Neural Maps


Oct 16, 2018
Mehran Pesteie, Purang Abolmaesumi, Robert Rohling


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Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation


Feb 25, 2017
Mohsen Ghafoorian, Alireza Mehrtash, Tina Kapur, Nico Karssemeijer, Elena Marchiori, Mehran Pesteie, Charles R. G. Guttmann, Frank-Erik de Leeuw, Clare M. Tempany, Bram van Ginneken, Andriy Fedorov, Purang Abolmaesumi, Bram Platel, William M. Wells III

* Medical Image Computing and Computer-Assisted Intervention 2017, Vol 10435, 516-524 
* 8 pages, 3 figures 

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