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Medical Image Analysis with Machine Learning Techniques

Develop artificial intelligence for computer-assisted diagnosis from medical scans. more...

Supervisor(s): Zhou, Luping (Dr)

Time-series biomarkers of neurological disorders

This research will develop a new machine learning framework for finding and quantifying patterns of brain dynamics that distinguish patients with brain disorders from healthy contro more...

Supervisor(s): Fulcher, Ben (Dr)

Highly comparative time-series analysis

This research involves developing new methods for time-series analysis based on a new analytic framework for understanding structure in time series. more...

Supervisor(s): Fulcher, Ben (Dr)

Advanced orchard mapping systems using robotics, sensing and perception

The aim of the project is to research and develop intelligent orchard mapping systems that provide timely, high resolution data to support farm management. more...

Supervisor(s): Underwood, James (Dr)

New technologies for detecting, counting and identifying pollinators in the field

This project will leverage advances in image processing and machine learning to develop new techniques for high throughput sampling of pollinator populations in crops.  Th more...

Supervisor(s): Latty, Tanya (Dr)

Advanced sensor and data analytics in pasture-based dairy systems

The focus of this PhD will be to develop and evaluate innovative methods to capture, analyse and optimise data derived from a range of technologies and sensors to optimise individua more...

Supervisor(s): Garcia, Sergio (Yani) (Professor), Clark, Cameron Edward Fisher (Associate Professor)

Remote monitoring solutions for beef cattle welfare and productivity

The focus of this PhD will be to develop and evaluate innovative methods to capture, analyse and optimise data derived from a range of technologies and sensors to optimise beef catt more...

Supervisor(s): Clark, Cameron Edward Fisher (Associate Professor), Garcia, Sergio (Yani) (Professor)

Harnessing Data for Better Health – Triangulating the patient’s pain experience

My laboratory investigates the neuromuscular mechanisms underlying the transition from acute to chronic pain following musculoskeletal trauma (generally) and head/neck trauma (speci more...

Supervisor(s): Elliott, James (Professor)

Predictors and mediators of swallowing and voice deficits following whiplash trauma: Is it biology or psychology?

My laboratory investigates the neuromuscular mechanisms underlying the transition from acute to chronic pain following musculoskeletal trauma (generally) and head/neck trauma (speci more...

Supervisor(s): Elliott, James (Professor)

Low-power Intelligent Bio-Signal Processing

This project aims at developing a responsive implant that is making decisions based on smart bio-signal processing. more...

Supervisor(s): Kavehei, Omid (Dr)