Automated Atrial Fibrillation Diagnosis by Echocardiography without ECG: Accuracy and Applications of a New Deep Learning Approach
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
Published in Diseases (01.02.2024)
Published in Diseases (01.02.2024)
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Journal Article
Validation of machine learning models for estimation of left ventricular ejection fraction on point-of-care ultrasound: insights on features that impact performance
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
Published in Echo research and practice (28.03.2024)
Published in Echo research and practice (28.03.2024)
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Journal Article
Mo1360: ACCURACY OF VELACUR™ AI POWERED LIVER GUIDE IN IDENTIFICATION OF LIVER IN ULTRASOUND IMAGES
Schneider, Caitlin, Behnami, Delaram, Lessoway, Victoria, Reid, Janice, Hassanein, Tarek, Tam, Edward, Curry, Michael P.
Published in Gastroenterology (New York, N.Y. 1943) (01.05.2022)
Published in Gastroenterology (New York, N.Y. 1943) (01.05.2022)
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Journal Article
Cardiac Phase Detection in Echocardiograms With Densely Gated Recurrent Neural Networks and Global Extrema Loss
Taheri Dezaki, Fatemeh, Liao, Zhibin, Luong, Christina, Girgis, Hany, Dhungel, Neeraj, Abdi, Amir H., Behnami, Delaram, Gin, Ken, Rohling, Robert, Abolmaesumi, Purang, Tsang, Teresa
Published in IEEE transactions on medical imaging (01.08.2019)
Published in IEEE transactions on medical imaging (01.08.2019)
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Journal Article
A Novel Continuous Left Ventricular Diastolic Function Score Using Machine Learning
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.
Published in Journal of the American Society of Echocardiography (01.12.2022)
Published in Journal of the American Society of Echocardiography (01.12.2022)
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Journal Article
Impact of the updated diastolic function guidelines in the real world
Yeung, Darwin F., Jiang, River, Behnami, Delaram, Jue, John, Sharma, Rajat, Turaga, Mansi, Luong, Christina L., Tsang, Michael Y.C., Gin, Kenneth G., Girgis, Hany, Lee, Pui-Kee, Nair, Parvathy, Abolmaesumi, Purang, Tsang, Teresa S.M.
Published in International journal of cardiology (01.03.2021)
Published in International journal of cardiology (01.03.2021)
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Journal Article
Comparison of Patient Position and Midline Lumbar Neuraxial Access Via Statistical Model Registration to Ultrasound
Porto, Lucas Resque, Tang, Raymond, Sawka, Andrew, Lessoway, Victoria, Anas, Emran Mohammad Abu, Behnami, Delaram, Abolmaesumi, Purang, Rohling, Robert
Published in Ultrasound in medicine & biology (01.01.2019)
Published in Ultrasound in medicine & biology (01.01.2019)
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Journal Article
Machine learning derived echocardiographic image quality in patients with left ventricular systolic dysfunction: insights on the echo views of greatest image quality
Luong, Christina L., Behnami, Delaram, Liao, Zhibin, Yeung, Darwin F., Tsang, Michael Y. C., Van Woudenberg, Nathan, Gin, Kenneth, Sayre, Eric C., Jue, John, Nair, Parvathy, Hawley, Dale, Abolmaesumi, Purang, Tsang, Teresa S. M.
Published in The international journal of cardiovascular imaging (01.07.2023)
Published in The international journal of cardiovascular imaging (01.07.2023)
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Journal Article
Automatic cine-based detection of patients at high risk of heart failure with reduced ejection fraction in echocardiograms
Behnami, Delaram, Luong, Christina, Vaseli, Hooman, Girgis, Hany, Abdi, Amir, Hawley, Dale, Gin, Ken, Rohling, Robert, Abolmaesumi, Purang, Tsang, Teresa
Published in Computer methods in biomechanics and biomedical engineering. (02.09.2020)
Published in Computer methods in biomechanics and biomedical engineering. (02.09.2020)
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Journal Article
End-To-End Vertebra Localization and Level Detection in Weakly Labelled 3D Spinal Mr using Cascaded Neural Networks
van Sonsbeek, Tom, Danaei, Pardiss, Behnami, Delaram, Jafari, Mohammad Hossein, Asgharzadeh, Parisa, Rohling, Robert, Abolmaesumi, Purang
Published in 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019) (01.04.2019)
Published in 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019) (01.04.2019)
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Conference Proceeding
Joint registration of ultrasound, CT and a shape+pose statistical model of the lumbar spine for guiding anesthesia
Behnami, Delaram, Seitel, Alexander, Rasoulian, Abtin, Anas, Emran Mohammad Abu, Lessoway, Victoria, Osborn, Jill, Rohling, Robert, Abolmaesumi, Purang
Published in International journal for computer assisted radiology and surgery (01.06.2016)
Published in International journal for computer assisted radiology and surgery (01.06.2016)
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Journal Article
Model-based registration of preprocedure MR and intraprocedure US of the lumbar spine
Behnami, Delaram, Sedghi, Alireza, Anas, Emran Mohammad Abu, Rasoulian, Abtin, Seitel, Alexander, Lessoway, Victoria, Ungi, Tamas, Yen, David, Osborn, Jill, Mousavi, Parvin, Rohling, Robert, Abolmaesumi, Purang
Published in International journal for computer assisted radiology and surgery (01.06.2017)
Published in International journal for computer assisted radiology and surgery (01.06.2017)
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Journal Article
Quantitative Echocardiography: Real-Time Quality Estimation and View Classification Implemented on a Mobile Android Device
Van Woudenberg, Nathan, Liao, Zhibin, Abdi, Amir H., Girgis, Hani, Luong, Christina, Vaseli, Hooman, Behnami, Delaram, Zhang, Haotian, Gin, Kenneth, Rohling, Robert, Tsang, Teresa, Abolmaesumi, Purang
Published in Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis and Navigation (2018)
Published in Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis and Navigation (2018)
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Book Chapter
A Unified Framework Integrating Recurrent Fully-Convolutional Networks and Optical Flow for Segmentation of the Left Ventricle in Echocardiography Data
Jafari, Mohammad H., Girgis, Hany, Liao, Zhibin, Behnami, Delaram, Abdi, Amir, Vaseli, Hooman, Luong, Christina, Rohling, Robert, Gin, Ken, Tsang, Terasa, Abolmaesumi, Purang
Published in Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support (2018)
Published in Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support (2018)
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Book Chapter
Automatic Detection of Patients with a High Risk of Systolic Cardiac Failure in Echocardiography
Behnami, Delaram, Luong, Christina, Vaseli, Hooman, Abdi, Amir, Girgis, Hany, Hawley, Dale, Rohling, Robert, Gin, Ken, Abolmaesumi, Purang, Tsang, Teresa
Published in Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support (2018)
Published in Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support (2018)
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Book Chapter