Automatic Quality Assessment of Echocardiograms Using Convolutional Neural Networks: Feasibility on the Apical Four-Chamber View von Abdi, Amir H., Luong, Christina, Tsang, Teresa, Allan, Gregory, Nouranian, Saman, Jue, John, Hawley, Dale, Fleming, Sarah, Gin, Ken, Swift, Jody, Rohling, Robert, Abolmaesumi, Purang

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Simultaneous Analysis of 2D Echo Views for Left Atrial Segmentation and Disease Detection von Allan, Gregory, Nouranian, Saman, Tsang, Teresa, Seitel, Alexander, Mirian, Maryam, Jue, John, Hawley, Dale, Fleming, Sarah, Ken Gin, Swift, Jody, Rohling, Robert, Abolmaesumi, Purang

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Precautions and Procedures for Coronary and Structural Cardiac Interventions During the COVID-19 Pandemic: Guidance from Canadian Association of Interventional Cardiology von Wood, David A., Sathananthan, Janarthanan, Gin, Ken, Mansour, Samer, Ly, Hung Q., Quraishi, Ata-ur-Rehman, Lavoie, Andrea, Lutchmedial, Sohrab, Nosair, Mohamed, Bagai, Akshay, Bainey, Kevin R., Boone, Robert H., Liu, Shuangbo, Krahn, Andrew, Virani, Sean, Mehta, Shamir R., Natarajan, Madhu K., Velianou, James L., Dehghani, Payam, Wijeysundera, Harindra C., Asgar, Anita W., Virani, Alice, Welsh, Robert C., Webb, John G., Cohen, Eric A.

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Prophylactic Magnesium Does Not Prevent Atrial Fibrillation After Cardiac Surgery: A Meta-Analysis von Cook, Richard C., MD, MS, Yamashita, Michael H., MDCM, MPH, Kearns, Mark, MD, Ramanathan, Krishnan, MB, ChB, Gin, Ken, MD, Humphries, Karin H., DSc

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Automated Atrial Fibrillation Diagnosis by Echocardiography without ECG: Accuracy and Applications of a New Deep Learning Approach von Lu, Nelson, Vaseli, Hooman, Mahdavi, Mobina, Taheri Dezaki, Fatemah, Luong, Christina, Yeung, Darwin, Gin, Ken, Tsang, Michael, Nair, Parvathy, Jue, John, Barnes, Marion, Behnami, Delaram, Abolmaesumi, Purang, Tsang, Teresa S M

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Doppler Parameters Derived from Transthoracic Echocardiography Accurately Detect Bioprosthetic Mitral Valve Dysfunction von Spencer, Ryan J., Gin, Ken G., Tsang, Michael Y.C., Tsang, Teresa S.M., Nair, Parvathy, Lee, Pui K., Jue, John

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Validation of machine learning models for estimation of left ventricular ejection fraction on point-of-care ultrasound: insights on features that impact performance von Luong, Christina L, Jafari, Mohammad H, Behnami, Delaram, Shah, Yaksh R, Straatman, Lynn, Van Woudenberg, Nathan, Christoff, Leah, Gwadry, Nancy, Hawkins, Nathaniel M, Sayre, Eric C, Yeung, Darwin, Tsang, Michael, Gin, Ken, Jue, John, Nair, Parvathy, Abolmaesumi, Purang, Tsang, Teresa

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Quantification of pleural effusions by two-dimensional transthoracic echocardiography von Yim, Jeffrey, Chang, Soohyun A., Yeung, Darwin F., Sayre, Eric C., Gin, Ken, Jue, John, Nair, Parvathy, Tsang, Michael Y. C., Luong, Christina, Tsang, Teresa S. M.

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Echocardiographic predictors of survival and response to early revascularization in cardiogenic shock von PICARD, Michael H, DAVIDOFF, Ravin, SLEEPER, Lynn A, MENDES, Lisa A, THOMPSON, Christopher R, DZAVIK, Vladimir, STEINGART, Richard, GIN, Ken, WHITE, Harvey D, HOCHMAN, Judith S

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On Modelling Label Uncertainty in Deep Neural Networks: Automatic Estimation of Intra- Observer Variability in 2D Echocardiography Quality Assessment von Liao, Zhibin, Girgis, Hany, Abdi, Amir, Vaseli, Hooman, Hetherington, Jorden, Rohling, Robert, Gin, Ken, Tsang, Teresa, Abolmaesumi, Purang

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Echo-SyncNet: Self-Supervised Cardiac View Synchronization in Echocardiography von Dezaki, Fatemeh Taheri, Luong, Christina, Ginsberg, Tom, Rohling, Robert, Gin, Ken, Abolmaesumi, Purang, Tsang, Teresa

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Diastolic filling in human severe sepsis: An echocardiographic study von Munt, Brad, Jue, John, Gin, Ken, Fenwick, John, Tweeddale, Martin

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Abstract 11155: Recovery of Tricuspid Valve Function After Resection of a Primary Ovarian Carcinoid Tumor von Wong, Jeffrey D, Finlayson, Sarah D, Loree, Jonathan D, Straatman, Lynn P, Nair, Parvathy, Tsang, Michael Y, Luong, Christina, Tsang, Teresa, Gin, Ken, Jue, John, Yeung, Darwin

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Cardiac Phase Detection in Echocardiograms With Densely Gated Recurrent Neural Networks and Global Extrema Loss von Taheri Dezaki, Fatemeh, Liao, Zhibin, Luong, Christina, Girgis, Hany, Dhungel, Neeraj, Abdi, Amir H., Behnami, Delaram, Gin, Ken, Rohling, Robert, Abolmaesumi, Purang, Tsang, Teresa

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Automatic biplane left ventricular ejection fraction estimation with mobile point-of-care ultrasound using multi-task learning and adversarial training von Jafari, Mohammad H., Girgis, Hany, Van Woudenberg, Nathan, Liao, Zhibin, Rohling, Robert, Gin, Ken, Abolmaesumi, Purang, Tsang, Terasa

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A Novel Continuous Left Ventricular Diastolic Function Score Using Machine Learning von Jiang, River, Yeung, Darwin F., Behnami, Delaram, Luong, Christina, Tsang, Michael Y.C., Jue, John, Gin, Ken, Nair, Parvathy, Abolmaesumi, Purang, Tsang, Teresa S.M.

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Point‐of‐care ultrasound in the COVID‐19 era: A scoping review von Yau, Olivia, Gin, Ken, Luong, Christina, Jue, John, Abolmaesumi, Purang, Tsang, Michael, Nair, Parvathy, Tsang, Teresa S. M.

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The Natural History and Rate of Progression of Aortic Stenosis von Lester, Steven J., Heilbron, Brett, Gin, Ken, Dodek, Arthur, Jue, John

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Impact of Metabolic Syndrome on Progression of Aortic Stenosis: Influence of Age and Statin Therapy von CAPOULADE, Romain, CLAVEL, Marie-Annick, DUMESNIL, Jean G, CHAN, Kwan L, TEO, Koon K, TAM, James W, COTE, Nancy, MATHIEU, Patrick, DESPRES, Jean-Pierre, PIBAROT, Philippe

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Assessment of left ventricular wall thickness and dimension: accuracy of a deep learning model with prediction uncertainty von Yim, Jeffrey, Mahdavi, Mobina, Vaseli, Hooman, Luong, Christina, Tsang, Michael Y.C., Yeung, Darwin F., Gin, Ken, Barnes, Marion E., Nair, Parvathy, Jue, John, Abolmaesumi, Purang, Tsang, Teresa S.M.

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