Jia Liu

Dr. Jia Liu is a Research Fellow at the Centre for Biomedical Sensing and Informatics, affiliated with the School of Biomedical Engineering at the University of Sydney. As a member of the University of Sydney Nano Institute, her work bridges neuro-engineering, brain-computer interfaces, and physiological signal analysis.

• Research Fellow, School of Biomedical Engineering, University of Sydney
• Member, University of Sydney Nano Institute

Research Interests:

• Cognitive Enhancement through physiological signal analysis
• Advanced Brain-Computer Interface (BCI) development
• Neuro-Engineering applications in real-world scenarios
• Mobile Brain/Body Imaging (MoBI) system design
• Human orientation skills and therapeutic interventions
• Cognitive workload and physical fatigue interplay

Publication Trends: Recent work focuses on graph neural networks for drowsiness detection, ERP-based inattentional blindness classification, and virtual global landmakr applications in spatial learning. Her methods integrate MoBI systems, VR, and real-time signal processing.

Scientific Contributions:

• Published in prestigious journals (Nature Group, IEEE Transactions)
• Pioneering work on cognitive workload assessment using optical tomography
• Developed parameter-sharing neural networks for human state estimation
• Erratum corrections demonstrating rigorous research methodology

Laboratory Affiliation: Works within the Centre for Biomedical Sensing and Informatics, leveraging interdisciplinary approaches to translate neuro-engineering research into practical applications.