| Cardiac phase detection in echocardiograms with densely gated recurrent neural networks and global extrema loss FT Dezaki, Z Liao, C Luong, H Girgis, N Dhungel, AH Abdi, D Behnami, ... IEEE transactions on medical imaging 38 (8), 1821-1832, 2018 | 110 | 2018 |
| A unified framework integrating recurrent fully-convolutional networks and optical flow for segmentation of the left ventricle in echocardiography data MH Jafari, H Girgis, Z Liao, D Behnami, A Abdi, H Vaseli, C Luong, ... International Workshop on Deep Learning in Medical Image Analysis, 29-37, 2018 | 69 | 2018 |
| Designing lightweight deep learning models for echocardiography view classification H Vaseli, Z Liao, AH Abdi, H Girgis, D Behnami, C Luong, FT Dezaki, ... Medical Imaging 2019: Image-Guided Procedures, Robotic Interventions, and …, 2019 | 48 | 2019 |
| A deep Bayesian video analysis framework: towards a more robust estimation of ejection fraction MM Kazemi Esfeh, C Luong, D Behnami, T Tsang, P Abolmaesumi International Conference on Medical Image Computing and Computer-Assisted …, 2020 | 29 | 2020 |
| Dual-view joint estimation of left ventricular ejection fraction with uncertainty modelling in echocardiograms D Behnami, Z Liao, H Girgis, C Luong, R Rohling, K Gin, T Tsang, ... International Conference on Medical Image Computing and Computer-Assisted …, 2019 | 26 | 2019 |
| A novel continuous left ventricular diastolic function score using machine learning R Jiang, DF Yeung, D Behnami, C Luong, MYC Tsang, J Jue, K Gin, ... Journal of the American Society of Echocardiography 35 (12), 1247-1255, 2022 | 24 | 2022 |
| Quantitative echocardiography: real-time quality estimation and view classification implemented on a mobile android device N Van Woudenberg, Z Liao, AH Abdi, H Girgis, C Luong, H Vaseli, ... International Workshop on Point-of-Care Ultrasound, 74-81, 2018 | 21 | 2018 |
| Joint registration of ultrasound, CT and a shape+ pose statistical model of the lumbar spine for guiding anesthesia D Behnami, A Seitel, A Rasoulian, EMA Anas, V Lessoway, J Osborn, ... International journal of computer assisted radiology and surgery 11 (6), 937-945, 2016 | 17 | 2016 |
| Automatic detection of patients with a high risk of systolic cardiac failure in echocardiography D Behnami, C Luong, H Vaseli, A Abdi, H Girgis, D Hawley, R Rohling, ... International Workshop on Deep Learning in Medical Image Analysis, 65-73, 2018 | 16 | 2018 |
| Impact of the updated diastolic function guidelines in the real world DF Yeung, R Jiang, D Behnami, J Jue, R Sharma, M Turaga, CL Luong, ... International Journal of Cardiology 326, 124-130, 2021 | 15 | 2021 |
| Automatic cine-based detection of patients at high risk of heart failure with reduced ejection fraction in echocardiograms D Behnami, C Luong, H Vaseli, H Girgis, A Abdi, D Hawley, K Gin, ... Computer Methods in Biomechanics and Biomedical Engineering: Imaging …, 2020 | 12 | 2020 |
| Model-based registration of preprocedure MR and intraprocedure US of the lumbar spine D Behnami, A Sedghi, EMA Anas, A Rasoulian, A Seitel, V Lessoway, ... International journal of computer assisted radiology and surgery 12 (6), 973-982, 2017 | 10 | 2017 |
| Real-time prediction of temperature distribution in additive manufacturing processes based on machine learning S Bayat, M Mohseni, D Behnami, P Abolmaesumi ASME International Mechanical Engineering Congress and Exposition 84485 …, 2020 | 6 | 2020 |
| Machine Learning to facilitate assessment of diastolic function by echocardiography R Jiang, D Yeung, D Behnami, J Jue, M Tsang, K Gin, C Luong, P Nair, ... Canadian Journal of Cardiology 35 (10), S4-S5, 2019 | 6 | 2019 |
| Validation of machine learning models for estimation of left ventricular ejection fraction on point-of-care ultrasound: insights on features that impact performance CL Luong, MH Jafari, D Behnami, YR Shah, L Straatman, ... Echo Research & Practice 11 (1), 9, 2024 | 5 | 2024 |
| Neural network image analysis P Abolmaesumi, Z Liao, T Tsang, D Behnami US Patent 11,367,001, 2022 | 5 | 2022 |
| Automated Atrial Fibrillation Diagnosis by Echocardiography without ECG: Accuracy and Applications of a New Deep Learning Approach N Lu, H Vaseli, M Mahdavi, F Taheri Dezaki, C Luong, D Yeung, K Gin, ... Diseases 12 (2), 35, 2024 | 4 | 2024 |
| End-to-end vertebra localization and level detection in weakly labelled 3d spinal mr using cascaded neural networks T van Sonsbeek, P Danaei, D Behnami, MH Jafari, P Asgharzadeh, ... 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019 | 3 | 2019 |
| Comparison of patient position and midline lumbar neuraxial access via statistical model registration to ultrasound LR Porto, R Tang, A Sawka, V Lessoway, EMA Anas, D Behnami, ... Ultrasound in Medicine & Biology 45 (1), 255-263, 2019 | 3 | 2019 |
| Machine learning derived echocardiographic image quality in patients with left ventricular systolic dysfunction: insights on the echo views of greatest image quality CL Luong, D Behnami, Z Liao, DF Yeung, MYC Tsang, ... The International Journal of Cardiovascular Imaging 39 (7), 1313-1321, 2023 | 1 | 2023 |
Purang AbolmaesumiDepartment of Electrical and Computer Engineering, University of British Columbia, V6T 1Z4Verified email at ece.ubc.ca
