| 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 | 61 | 2018 |
| 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 | 53 | 2019 |
| 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 | 40 | 2019 |
| 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 | 17 | 2018 |
| 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 | 15 | 2018 |
| 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 | 11 | 2021 |
| 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 | 9 | 2023 |
| 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 | 9 | 2020 |
| 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 | 3 | 2023 |
| 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 | 2 | 2024 |
| 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 | 1 | 2023 |
| Reliable Multi-view Learning with Conformal Prediction for Aortic Stenosis Classification in Echocardiography AN Gu, M Tsang, H Vaseli, T Tsang, P Abolmaesumi International Conference on Medical Image Computing and Computer-Assisted …, 2024 | | 2024 |
| IMPROVING AORTIC STENOSIS CLASSIFICATION IN ECHOCARDIOGRAPHY: A MULTI-MODAL APPROACH V Wu, A Fung, H Vaseli, B Khodabakhshian, B Abdelsamad, J Goco, ... Canadian Journal of Cardiology 40 (10), S116-S117, 2024 | | 2024 |
| PREDICTION OF LEFT VENTRICULAR DIASTOLIC FUNCTION WITH INTERPRETABLE MACHINE LEARNING AND CONTINUUM MAPPING R Hu, H Vaseli, J Yim, D Yeung, C Luong, M Tsang, P Abolmaesumi, ... Canadian Journal of Cardiology 40 (10), S121, 2024 | | 2024 |
| Assessment of left ventricular wall thickness and dimension: accuracy of a deep learning model with prediction uncertainty J Yim, M Mahdavi, H Vaseli, C Luong, MYC Tsang, DF Yeung, K Gin, ... The International Journal of Cardiovascular Imaging 40 (10), 2157-2165, 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 |
| 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 | | |
Purang AbolmaesumiDepartment of Electrical and Computer Engineering, University of British Columbia, V6T 1Z4Verified email at ece.ubc.ca
