EchoGNN: explainable ejection fraction estimation with graph neural networks M Mokhtari, T Tsang, P Abolmaesumi, R Liao International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 20 | 2022 |
Gemtrans: A general, echocardiography-based, multi-level transformer framework for cardiovascular diagnosis M Mokhtari, N Ahmadi, TSM Tsang, P Abolmaesumi, R Liao International Workshop on Machine Learning in Medical Imaging, 1-10, 2023 | 9 | 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 | 3 | 2023 |
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 |
Graph neural networks and transformers for enhanced explainability and generalizability in medical machine learning M Mokhtari University of British Columbia, 2023 | | 2023 |