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Hooman Vaseli
Hooman Vaseli
Verified email at alumni.ubc.ca
Title
Cited by
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Year
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
512018
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
432019
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
332019
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
132018
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
122018
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
82021
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
62020
ProtoASNet: Dynamic Prototypes for Inherently Interpretable and Uncertainty-Aware Aortic Stenosis Classification in Echocardiography
H Vaseli, AN Gu, SN Ahmadi Amiri, MY Tsang, A Fung, N Kondori, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2023
42023
ProtoDINet: End-to-End Interpretable Prototypical Model for Insulator Damage Detection
H Vaseli, N Haq, J Chakravorty, A Hilliard
2023 IEEE Power & Energy Society General Meeting (PESGM), 1-5, 2023
12023
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
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 Diabetes 47 (7), S180, 2023
2023
EchoGLAD: Hierarchical Graph Neural Networks for Left Ventricle Landmark Detection on Echocardiograms
M Mokhtari, M Mahdavi, H Vaseli, C Luong, P Abolmaesumi, TSM Tsang, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2023
2023
DEEP LEARNING MODELS FOR AUTOMATING ASSESSMENT OF LEFT VENTRICULAR WALL THICKNESS AND DIMENSIONS
J Yim, M Mahdavi, H Vaseli, C Luong, M Tsang, D Yeung, K Gin, P Nair, ...
Canadian Journal of Cardiology 38 (10), S174, 2022
2022
Differential Learning from Sparse and Noisy Labels for Robust Detection of Clinical Landmarks in Echo Cine Series
M Mahdavi, H Vaseli, C Luong, N Van Woudenberg, M Jafari, ...
International Workshop on Advances in Simplifying Medical Ultrasound, 44-53, 2022
2022
HiGNN: Hierarchical Left Ventricle Landmark Detection with Graph Neural Networks
M Mokhtari, M Mahdavi, H Vaseli
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Articles 1–15