Delaram Behnami, PhD
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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
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, ...
Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical …, 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
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, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 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
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, 937-945, 2016
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
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
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, ...
Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis …, 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
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
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
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
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
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
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
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
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
Neural network image analysis
P Abolmaesumi, Z Liao, T Tsang, D Behnami
US Patent 11,367,001, 2022
PACS viewer and a method for identifying patient orientation
MR Rezaee, D Abdollahzadeh, D Behnami, AS Shoshtari, ...
US Patent 9,454,814, 2016
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