Machine Learning for Fracture Risk Assessment from Simple Radiography. This project aims to develop a novel, reliable, low-cost system to detect poor bone health and assess fracture risk to help to prevent and manage osteoporosis-related fractures. Currently, osteoporosis-related fractures cost our health system millions of dollars annually and costs are increasing with our ageing population. Early detection of poor bone health will improve the effectiveness of preventive measures and ease this ....Machine Learning for Fracture Risk Assessment from Simple Radiography. This project aims to develop a novel, reliable, low-cost system to detect poor bone health and assess fracture risk to help to prevent and manage osteoporosis-related fractures. Currently, osteoporosis-related fractures cost our health system millions of dollars annually and costs are increasing with our ageing population. Early detection of poor bone health will improve the effectiveness of preventive measures and ease this burden. Current methods include unreliable, crude clinical and visual guides that suggest osteoporosis screening. The project plans to develop a novel system by applying machine learning algorithms to radiology data which is commonly captured for diagnosing other conditions.Read moreRead less
Resonance: a digital media art work for cooperative group interaction in the rehabilitation of acquired brain injury. The project, titled 'resonance', encompasses the design and development of an interactive multimedia artwork for rehabilitation of Acquired Brain Injury (ABI). The artwork will promote cooperative group interaction between patients, enhancing their motor and cognitive recovery.
A progressive study of user and sensor models for monitoring and assisting elderly people, focusing on the visually impaired. This research will contribute to the well-being of our ageing population by extending their independence, and hence their ability to remain safely in their homes. This will benefit them, their carers and the rest of society. The synergy between user modelling, language technology and sensor networks, grounded in psychological findings, will yield high quality, novel scien ....A progressive study of user and sensor models for monitoring and assisting elderly people, focusing on the visually impaired. This research will contribute to the well-being of our ageing population by extending their independence, and hence their ability to remain safely in their homes. This will benefit them, their carers and the rest of society. The synergy between user modelling, language technology and sensor networks, grounded in psychological findings, will yield high quality, novel scientific advances. The deployed prototypes will provide proof of concept of an application that improves our daily living, creating commercialisation opportunities.Read moreRead less