Category: Current projects
Imaging enhancement using AI
This project aims to exploit advanced AI technologies to enhance the quality of MRI data to make it comparable to that obtained from time consuming high-quality research protocols. The increased […]
Imaging biomarkers from AI federated learning
This MRFF project seeks to build a novel, hybrid AI learning ecosystem to generate clinically-relevant biomarkers of disease progression for the common, disabling neurological condition, multiple sclerosis (MS). The MSBASE-XNAT […]
Human intelligence in AI loop
In this project, we will investigate how to introduce human intelligence in the loop when developing advanced AI methods, to progressively improve disease diagnosis results by taking advantage of both […]
Imaging analysis and AI
In this project, we will focus on cohesively developing advanced AI technologies to revolutionise imaging-based diagnosis of disease and extend our work towards commercial applications and clinical deployment. Specifically, we […]
SoilWaterNow: Soil water nowcasting for the Australian grains industry
In this project funded by the GRDC we are developing a modular and scalable framework to build a digital platform that will be used by growers and advisors to nowcast […]
Field robotics
The aim of this project is to develop autonomous systems capable of operating continuously on farms. The goal is to alleviate labour pressures, reduce sources of variability and open up […]
Monitoring our food supply
In this project we are developing novel sensors to monitor food quality, safety, and authenticity throughout the food chain. Our current approaches include printable ink sensors for food packaging to […]
Creating the next generation of tungsten carbide-cobalt hard metals
Tungsten carbide-cobalt metals are among the most widely used metals in the world, with a global market of US$19.97 billion. However, production of these metals is costly and there is […]
3D printing to enable new, customisable advanced alloys
Additive Manufacturing is using 3D printers, data and computer-aided design to create completely customisable parts and products on demand and at lower cost. In the process it is transforming a […]
State of the art hub to bolster Australia’s competitive advantage
Advanced manufacturing accounts for half of Australia’s manufacturing output and is one of the fastest growing export sectors. Australian manufacturing’s output is estimated to reach $131 billion by 2026. Advanced […]