Biophysics-informed deep learning framework for magnetic resonance imaging. This project aims to bring about a paradigm shift from the conventional non-quantitative magnetic resonance imaging to ultra-fast, quantitative, and artefact free imaging. This project integrates biophysics and artificial intelligence, and it is expected to bring new knowledge in both fields. The expected outcomes of this project include next generation magnetic resonance imaging methods with a fundamental shift in the ....Biophysics-informed deep learning framework for magnetic resonance imaging. This project aims to bring about a paradigm shift from the conventional non-quantitative magnetic resonance imaging to ultra-fast, quantitative, and artefact free imaging. This project integrates biophysics and artificial intelligence, and it is expected to bring new knowledge in both fields. The expected outcomes of this project include next generation magnetic resonance imaging methods with a fundamental shift in the approach to image artefacts and image quantification. This project is expected to advance both single subject and population level biomedical imaging with greater accuracy and cost-effectiveness. This project also promotes explainable and generalisable artificial intelligence in medical imaging.Read moreRead less
Understanding surface acoustic wave atomisation for pulmonary delivery of drug aerosols in personalised medicine. Delivering drugs via the lung is hampered by development costs and inadequate technology. This project will provide an understanding of atomisation in our unique respire system, enabling not only the delivery of new vaccines and drugs but also the rapid and cost effective development of new disease treatments personalised to the patient.
Scaling microfluidics for cell manufacture. Scaling microfluidics for cell manufacture. This project aims to scale microfluidic devices for cell manufacture. Large-scale cell manufacturing processes (cell selection, gene transfer and culture expansion) are expensive, multistep and labour-intensive processes. Lab-on-a-chip devices can automate and integrate these complex processes at microscale. This project will evaluate a prototype bioreactor. This research is expected to make cell therapies ch ....Scaling microfluidics for cell manufacture. Scaling microfluidics for cell manufacture. This project aims to scale microfluidic devices for cell manufacture. Large-scale cell manufacturing processes (cell selection, gene transfer and culture expansion) are expensive, multistep and labour-intensive processes. Lab-on-a-chip devices can automate and integrate these complex processes at microscale. This project will evaluate a prototype bioreactor. This research is expected to make cell therapies cheap enough to become standard treatment, which would benefit patients with diseases that are incurable by conventional therapies (surgery and drug treatments). It should also benefit the Australian advanced manufacturing sector, particularly biopharmaceutical and cell therapy industries.Read moreRead less
Diamond Microneedles for Minimally Invasive Blood Collection. Blood sampling is a routine procedure for medical purposes to determine the physiological and biochemical status of patients. The aim of this project is to develop a reliable microneedle array for a blood collection procedures. Micro-scale needles for low-volume perforated blood samples are highly desirable due to its minimal invasiveness and painlessness. The miniaturization of sampling platforms driven by microneedles has the poten ....Diamond Microneedles for Minimally Invasive Blood Collection. Blood sampling is a routine procedure for medical purposes to determine the physiological and biochemical status of patients. The aim of this project is to develop a reliable microneedle array for a blood collection procedures. Micro-scale needles for low-volume perforated blood samples are highly desirable due to its minimal invasiveness and painlessness. The miniaturization of sampling platforms driven by microneedles has the potential to shift disease diagnosis and monitoring closer to the point of care. Expected outcomes include the development of synthetic diamond-based microneedles for the potential to greatly benefit society through improved and affordable healthcare and the development of new high-tech industries.Read moreRead less