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Neural Correlates of Chronic Cardiovascular Disease

Chronic cardiovascular disease (diabetes, obesity, heart disease) has a wide systemic physiological impact, including microstructural damage to the brain. Our group has an opportuni more...

Supervisor(s): Grieve, Stuart (Professor)

Brain Structural Connectomics and Tractographic Performance in Ultra-High Resolution Diffusion Imaging

Sydney Translational Imaging Laboratory (STIL) have an opportunity for a PhD student to investigate the structure of the brain's white matter fibres at a previously unseen level of more...

Supervisor(s): Grieve, Stuart (Professor)

Bayesian deep learning for incomplete information

This project will feature a synergy of deep learning, modular and multi-task learning with Bayesian methods to address the problem of decision making given incomplete information. more...

Supervisor(s): Cripps, Sally (Professor), Chandra, Rohitash (Dr)

Sleep and circadian health

Several research opportunities are available, all of which revolve around the new and emerging areas of sleep and circadian epidemiology. The overarching aim of these projects is to more...

Supervisor(s): Bin, Yu Sun (Dr)

Machine learning in Multiscale Image-Omics

BMIT excels at addressing bio-inspired and other real-world challenges with core computing and information technology research in image processing and informatics, computer vision, more...

Supervisor(s): Feng, David (Professor), Kim, Jinman (Associate Professor)

Analysis of Human Responses to Intermittent Fasting

Analysis of human samples generated from intervention-based clinical trials of intermittent fasting. Our aim is to understand the molecular mechanisms mediating the beneficial pheno more...

Supervisor(s): Larance, Mark (Dr)

Inferring the dimensionality of dynamical systems automatically using machine learning

This research will develop methods to infer the dimensionality of a dynamical system automatically, by adapting dimensionality reduction methods to high-dimensional time-series feat more...

Supervisor(s): Fulcher, Ben (Dr)

Predictive disease modelling using Big data analytics and Complex network methods

This research project aims to mine administrative claim dataset to develop predictive models for individual chronic disease as well as for the comorbidity of multiple chronic diseas more...

Supervisor(s): Uddin, Shahadat (Dr)

Data-intensive solutions for medical technologies

This project aims at developing advanced solutions in software for processing medical data, addressing the issue of less or no labelled data. more...

Supervisor(s): Kavehei, Omid (Dr)

How do travellers think about reliability?

There is increasing recognition of the value of reliability in the transport system. Better data availability makes it possible to measure variability and infer its importance throu more...

Supervisor(s): Moylan, Emily (Dr)