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Amir Abdi
Amir Abdi
Principal Applied Scientist at Microsoft
Zweryfikowany adres z microsoft.com - Strona główna
Tytuł
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Automatic quality assessment of echocardiograms using convolutional neural networks: feasibility on the apical four-chamber view
AH Abdi, C Luong, T Tsang, G Allan, S Nouranian, J Jue, D Hawley, ...
IEEE transactions on medical imaging 36 (6), 1221-1230, 2017
872017
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
512018
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
442018
Measurement of the buccolingual inclination of teeth: manual technique vs 3-dimensional software
M Nouri, AH Abdi, A Farzan, F Mokhtarpour, ARA Baghban
American journal of orthodontics and dentofacial orthopedics 146 (4), 522-529, 2014
432014
Automatic segmentation of mandible in panoramic x-ray
AH Abdi, S Kasaei, M Mehdizadeh
Journal of Medical Imaging 2 (4), 044003, 2015
342015
Semi-supervised learning for cardiac left ventricle segmentation using conditional deep generative models as prior
MH Jafari, H Girgis, AH Abdi, Z Liao, M Pesteie, R Rohling, K Gin, T Tsang, ...
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019
322019
Quality assessment of echocardiographic cine using recurrent neural networks: Feasibility on five standard view planes
AH Abdi, C Luong, T Tsang, J Jue, K Gin, D Yeung, D Hawley, R Rohling, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2017
312017
On modelling label uncertainty in deep neural networks: automatic estimation of intra-observer variability in 2d echocardiography quality assessment
Z Liao, H Girgis, A Abdi, H Vaseli, J Hetherington, R Rohling, K Gin, ...
IEEE transactions on medical imaging 39 (6), 1868-1883, 2019
292019
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
232019
Deep residual recurrent neural networks for characterisation of cardiac cycle phase from echocardiograms
FT Dezaki, N Dhungel, AH Abdi, C Luong, T Tsang, J Jue, K Gin, ...
Deep learning in medical image analysis and multimodal learning for clinical …, 2017
222017
Registration of serial maxillary models via the weighted rugae superimposition method
AH Abdi, M Nouri
Orthodontics & Craniofacial Research 20 (2), 79-84, 2017
152017
Automatic quality assessment of apical four-chamber echocardiograms using deep convolutional neural networks
AH Abdi, C Luongb, T Tsangb, G Alana, S Nouraniana, J Jueb, ...
SPIE Medical Imaging, 101330S-101330S-7, 2017
152017
Variational Shape Completion for Virtual Planning of Jaw Reconstructive Surgery
AH Abdi, M Pesteie, E Prisman, P Abolmaesumi, S Fels
International Conference on Medical Image Computing and Computer-Assisted …, 2019
122019
GAN-enhanced conditional echocardiogram generation
AH Abdi, T Tsang, P Abolmaesumi
arXiv preprint arXiv:1911.02121, 2019
102019
Can 3D imaging and digital software increase the ability to predict dental arch form after orthodontic treatment?
S Hadadpour, M Noruzian, AH Abdi, AA Baghban, M Nouri
American Journal of Orthodontics and Dentofacial Orthopedics 156 (6), 870-877, 2019
82019
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, ...
Deep learning in medical image analysis and multimodal learning for clinical …, 2018
82018
Quantitative echocardiography: real-time quality estimation and view classification implemented on a mobile android device
NV Woudenberg, Z Liao, AH Abdi, H Girgis, C Luong, H Vaseli, ...
Simulation, image processing, and ultrasound systems for assisted diagnosis …, 2018
82018
A study into echocardiography view conversion
AH Abdi, MH Jafari, S Fels, T Tsang, P Abolmaesumi
arXiv preprint arXiv:1912.03120, 2019
62019
Reinforcement Learning for High-dimensional Continuous Control in Biomechanics: An Intro to ArtiSynth-RL
AH Abdi, M Malakoutian, T Oxland, S Fels
Deep Reinforcement Learning Workshop NeurIPS 2019, 2019
62019
Agreement of the clinician's choice of archwire selection on conventional and virtual models
S Haddadpour, SR Motamedian, M Behnaz, S Asefi, AA Bagheban, ...
The Angle Orthodontist 89 (4), 597-604, 2019
62019
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