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Bassant Medhat

Hi, I’m Bassant, a master’s student in Electrical and Computer Engineering (ECE) at UBC. My research focuses on foundation models, multimodal learning, pretraining, and representation learning.

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Publications

EchoAgent: Guideline-Centric Reasoning Agent for Echocardiography Measurement and Interpretation (2025)
M. Daghyani, L. Wang, N. Hashemi, B. Medhat, B. Abdelsamad, E. R. Velez, X. Li, M. Y. C. Tsang, C. Luong, T. S. M. Tsang, P. Abolmaesumi
arXiv preprint arXiv:2511.13948
[PDF]
Cardiac Cycle-Aware Segmentation of the Left Ventricle in Echocardiography Videos (2026)
B. Abdelsamad, B. Medhat, T. Elghareb, R. Goyal, S. Ma, C. Luong, T. S. M. Tsang, L. Sigal, P. Abolmaesumi
Medical Imaging 2026: Image-Guided Procedures, Robotic Interventions, and Modeling
[PDF]
Tracing Thought Processes in Large Language Models: A Tree-Based Approach for Understanding Reasoning
A. Wang, B. Medhat, M. Daghyani, O. Dzikunu
(Preprint)
[PDF]