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Fatemeh Taheri Dezaki
Fatemeh Taheri Dezaki
Ph.D., Machine Learning Scientist at Amazon
Dirección de correo verificada de amazon.com - Página principal
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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, 2018
882018
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
402019
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
372017
Echo-syncnet: Self-supervised cardiac view synchronization in echocardiography
FT Dezaki, C Luong, T Ginsberg, R Rohling, K Gin, P Abolmaesumi, ...
IEEE Transactions on Medical Imaging 40 (8), 2092-2104, 2021
252021
Echo-Rhythm Net: Semi-Supervised Learning For Automatic Detection of Atrial Fibrillation in Echocardiography
FT Dezaki, T Ginsberg, C Luong, H Vaseli, R Rohling, K Gin, ...
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 110-113, 2021
112021
Deep Video Networks for Automatic Assessment of Aortic Stenosis in Echocardiography
T Ginsberg, R Tal, M Tsang, C Macdonald, FT Dezaki, J van der Kuur, ...
Simplifying Medical Ultrasound: Second International Workshop, ASMUS 2021 …, 2021
102021
Reciprocal Landmark Detection and Tracking with Extremely Few Annotations
J Lin, G Sahebzamani, C Luong, FT Dezaki, M Jafari, P Abolmaesumi, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
82021
Imaging Biomarker Knowledge Transfer for Attention-Based Diagnosis of COVID-19 in Lung Ultrasound Videos
T Lum, M Mahdavi, O Frenkel, C Lee, MH Jafari, FT Dezaki, ...
Simplifying Medical Ultrasound: Second International Workshop, ASMUS 2021 …, 2021
72021
COVID-19 DIAGNOSIS BY POINT OF CARE LUNG ULTRASOUND: A NOVEL DEEP LEARNING ARTIFICIAL INTELLIGENCE METHOD
T Lum, M Mahdavi, C Lee, O Frenkel, F Dezaki, M Jafari, ...
Canadian Journal of Cardiology 37 (10), S77-S78, 2021
42021
Automated material properties extraction for enhanced beauty product discovery and makeup virtual try-on
FT Dezaki, H Arora, R Suresh, A Banitalebi
22023
Frame rate up-conversion in echocardiography using a conditioned variational autoencoder and generative adversarial model
F Taheri Dezaki, H Girgis, R Rohling, K Gin, P Abolmaesumi, T Tsang
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
22019
Skin tone disentanglement in 2D makeup transfer with graph neural networks
M Mokhtari, FT Dezaki, T Bolkart, BM Tesch, R Suresh, ...
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
2024
NEW DEEP LEARNING APPROACH FOR AUTOMATED DIAGNOSIS OF ATRIAL FIBRILLATION BY ECHOCARDIOGRAPHY WITHOUT ECG
N Lu, H Vaseli, M Mahdavi, F Dezaki, C Luong, D Yeung, K Gin, M Tsang, ...
Canadian Journal of Cardiology 39 (10), S217-S218, 2023
2023
Imaging Biomarker Knowledge Transfer for Attention-Based Diagnosis of COVID-19 in Lung Ultrasound Videos
MH Jafari, FT Dezaki, N Van Woudenberg, AN Gu, P Abolmaesumi, ...
Simplifying Medical Ultrasound, 159, 2021
2021
Echo-SyncNet: Self-supervised Cardiac View Synchronization in Echocardiography
F Taheri Dezaki, C Luong, T Ginsberg, R Rohling, K Gin, P Abolmaesumi, ...
arXiv e-prints, arXiv: 2102.02287, 2021
2021
A machine learning framework for spatio-temporal cardiac assessment of echocardiographic cines
F Taheri Dezaki
University of British Columbia, 2021
2021
GMWASC: Graph matching with weighted affine and sparse constraints
FT Dezaki, A Ghaffari, E Fatemizadeh
Computer Science and Software Engineering (CSSE), 2015 International …, 2015
2015
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Artículos 1–17