Haimei Helen Zhao
Regular biography
Dr Haimei Helen Zhao is a Research Fellow at The University of Sydney, School of Biomedical Engineering. Her research focuses on computer vision, pattern recognition, deep learning, and multimedia computation. She works under the supervision of Professor Lining (Arnold) Ju on digital health solutions for cardiovascular disease prediction and prevention. Dr Zhao completed her PhD in Computer Science at the University of Sydney's Sydney Artificial Intelligence Centre in 2024, with a focus on robust multimodal perception and generative AI for autonomous systems. Her current projects include SmartClot-AI, a rapid blood coagulation testing platform for AI-assisted diagnostics. She has authored 19 peer-reviewed publications across top-tier venues including CVPR, NeurIPS, IJCV, AAAI, ECCV, ACS Sensors, and Advanced Materials. Dr Zhao also holds multiple patents related to biomedical devices and AI technologies.
Scholar-generated biography
Haimei (Helen) Zhao is a researcher at The University of Sydney with expertise in Computer Vision, Autonomous Driving, AI+Biomedical Engineering, and Digital Health. Her work focuses on advancing perception systems for autonomous vehicles through domain adaptation, multi-modal distillation, and robustness under sensor corruptions. She also explores AI-driven solutions for thrombosis management and digital twin technologies in biomedical contexts. Zhao's research emphasizes the integration of advanced biosensors, vessel-on-a-chip models, and machine learning for personalized healthcare. Her contributions span both technical challenges in driving perception and innovative applications in digital health.