Advancing human movement evaluation using artificial intelligence. Human movement disorders affect one-third of Australians; however, conventional approaches to assessing joint motion are costly and largely clinic- or laboratory-based. This project aims to combine biomechanical modelling and advanced machine learning to non-invasively produce accurate, low-cost, user-friendly shoulder and elbow joint angle measurements using wearable inertial sensors. The technology will enable a non-expert to o ....Advancing human movement evaluation using artificial intelligence. Human movement disorders affect one-third of Australians; however, conventional approaches to assessing joint motion are costly and largely clinic- or laboratory-based. This project aims to combine biomechanical modelling and advanced machine learning to non-invasively produce accurate, low-cost, user-friendly shoulder and elbow joint angle measurements using wearable inertial sensors. The technology will enable a non-expert to obtain reliable kinematics data in any location. Accurate, wearable motion measurement will benefit next-generation healthcare including telemedicine and remote rehabilitation for isolated communities, performance monitoring of elite athletes and military personnel, and the gaming and film/animation industries.Read moreRead less
Redefining tissue-specific endothelial cells through bioengineered matrices. This project aims to improve our understanding of the biological mechanisms that drive blood vessel formation and function. The endothelial cells that make up each blood vessel are inherently unique across different sites within the human body and this project expects to generate new knowledge regarding their organ specificity. Using advanced bioengineering approaches, this project will map human endothelial cell specif ....Redefining tissue-specific endothelial cells through bioengineered matrices. This project aims to improve our understanding of the biological mechanisms that drive blood vessel formation and function. The endothelial cells that make up each blood vessel are inherently unique across different sites within the human body and this project expects to generate new knowledge regarding their organ specificity. Using advanced bioengineering approaches, this project will map human endothelial cell specificity and develop state-of-the-art modelling technologies to improve knowledge of environmental influence on endothelial cell fate and function. This should provide a new framework to modulate the adaptive capacities of endothelial cells and can potentially enable more predictive and targeted drug efficacy and safety testing.Read moreRead less