Michael Y. Tsang

18 papers Journal 12Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
MultiASNet: Multimodal Label Noise Robust Framework for the Classification of Aortic Stenosis in Echocardiography.
IEEE Trans. Medical Imaging
Victoria Wu, Andrea Fung, Bahar Khodabakhshian, Baraa Abdelsamad, Hooman Vaseli, S. Neda Ahmadi Amiri, Jamie Alexis D. Goco, Michael Y. Tsang, Christina Luong, Purang Abolmaesumi, Teresa S. M. Tsang
2026 J jnl
Optimizing Point-of-Care Ultrasound Video Acquisition for Probabilistic Multi-Task Heart Failure Detection.
CoRR
Armin Saadat, Nima Hashemi, Bahar Khodabakhshian, Michael Y. Tsang, Christina Luong, Teresa S. M. Tsang, Purang Abolmaesumi
2025 J jnl
EchoAgent: Guideline-Centric Reasoning Agent for Echocardiography Measurement and Interpretation.
CoRR
Matin Daghyani, Lyuyang Wang, Nima Hashemi, Bassant Medhat, Baraa Abdelsamad, Eros Rojas Velez, Xiaoxiao Li, Michael Y. Tsang, Christina Luong, Teresa S. M. Tsang, Purang Abolmaesumi
2025 — conf
HiProtoNet: Hyperbolic Hierarchy-Aware Part Prototypes for Aortic Stenosis Severity Classification.
ASMUS@MICCAI
Hooman Vaseli, Victoria Wu, Diane Kim, Michael Y. Tsang, Ang Nan Gu, Christina Luong, Purang Abolmaesumi, Teresa S. M. Tsang
2025 — conf
PRECISE-AS: Personalized Reinforcement Learning for Efficient Point-of-Care Echocardiography in Aortic Stenosis Diagnosis.
MICCAI (14)
Armin Saadat, Nima Hashemi, Hooman Vaseli, Michael Y. Tsang, Christina Luong, Michiel van de Panne, Teresa S. M. Tsang, Purang Abolmaesumi
2025 J jnl
PRECISE-AS: Personalized Reinforcement Learning for Efficient Point-of-Care Echocardiography in Aortic Stenosis Diagnosis.
CoRR
Armin Saadat, Nima Hashemi, Hooman Vaseli, Michael Y. Tsang, Christina Luong, Michiel van de Panne, Teresa S. M. Tsang, Purang Abolmaesumi
2025 J jnl
ProtoASNet: Comprehensive evaluation and enhanced performance with uncertainty estimation for aortic stenosis classification in echocardiography.
Medical Image Anal.
Ang Nan Gu, Hooman Vaseli, Michael Y. Tsang, Victoria Wu, S. Neda Ahmadi Amiri, Nima Kondori, Andrea Fung, Teresa S. M. Tsang, Purang Abolmaesumi
2025 J jnl
Pseudo-D: Informing Multi-View Uncertainty Estimation with Calibrated Neural Training Dynamics.
CoRR
Ang Nan Gu, Michael Y. Tsang, Hooman Vaseli, Purang Abolmaesumi, Teresa Tsang
2025 — conf
Pseudo-D: Informing Multi-view Uncertainty Estimation with Calibrated Neural Training Dynamics.
UNSURE@MICCAI
Ang Nan Gu, Michael Y. Tsang, Hooman Vaseli, Purang Abolmaesumi, Teresa Tsang
2024 J jnl
Reliable Multi-View Learning with Conformal Prediction for Aortic Stenosis Classification in Echocardiography.
CoRR
Ang Nan Gu, Michael Y. Tsang, Hooman Vaseli, Teresa Tsang, Purang Abolmaesumi
2024 — conf
Reliable Multi-view Learning with Conformal Prediction for Aortic Stenosis Classification in Echocardiography.
MICCAI (1)
Ang Nan Gu, Michael Y. Tsang, Hooman Vaseli, Teresa Tsang, Purang Abolmaesumi
2024 J jnl
Transformer-Based Spatio-Temporal Analysis for Classification of Aortic Stenosis Severity From Echocardiography Cine Series.
IEEE Trans. Medical Imaging
S. Neda Ahmadi Amiri, Michael Y. Tsang, Ang Nan Gu, Teresa S. M. Tsang, Purang Abolmaesumi
2023 — conf
ProtoASNet: Dynamic Prototypes for Inherently Interpretable and Uncertainty-Aware Aortic Stenosis Classification in Echocardiography.
MICCAI (6)
Hooman Vaseli, Ang Nan Gu, S. Neda Ahmadi Amiri, Michael Y. Tsang, Andrea Fung, Nima Kondori, Armin Saadat, Purang Abolmaesumi, Teresa S. M. Tsang
2023 J jnl
ProtoASNet: Dynamic Prototypes for Inherently Interpretable and Uncertainty-Aware Aortic Stenosis Classification in Echocardiography.
CoRR
Hooman Vaseli, Ang Nan Gu, S. Neda Ahmadi Amiri, Michael Y. Tsang, Andrea Fung, Nima Kondori, Armin Saadat, Purang Abolmaesumi, Teresa S. M. Tsang
2022 J jnl
U-LanD: Uncertainty-Driven Video Landmark Detection.
IEEE Trans. Medical Imaging
Mohammad H. Jafari, Christina Luong, Michael Y. Tsang, Ang Nan Gu, Nathan Van Woudenberg, Robert Rohling, Teresa Tsang, Purang Abolmaesumi
2021 — conf
Deep Video Networks for Automatic Assessment of Aortic Stenosis in Echocardiography.
ASMUS@MICCAI
Tom Ginsberg, Ro-ee Tal, Michael Y. Tsang, Calum Macdonald, Fatemeh Taheri Dezaki, John van der Kuur, Christina Luong, Purang Abolmaesumi, Teresa Tsang
2021 J jnl
U-LanD: Uncertainty-Driven Video Landmark Detection.
CoRR
Mohammad H. Jafari, Christina Luong, Michael Y. Tsang, Ang Nan Gu, Nathan Van Woudenberg, Robert Rohling, Teresa Tsang, Purang Abolmaesumi
2020 J jnl
Cardiac point-of-care to cart-based ultrasound translation using constrained CycleGAN.
Int. J. Comput. Assist. Radiol. Surg.
Mohammad H. Jafari, Hany Girgis, Nathan Van Woudenberg, Nathaniel Moulson, Christina Luong, Andrea Fung, Shane Balthazaar, John Jue, Michael Y. Tsang, Parvathy Nair, Ken Gin, Robert Rohling, Purang Abolmaesumi, Teresa Tsang