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Machine learning in cell identity, fate decision, and lineage prediction

Multi-omics and single-cell omics approaches are transforming our understanding of stem cell-based regeneration of tissues and organs on the individual cell level. By generating and more...

Supervisor(s): Yang, Pengyi (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)

Disease Map - Big Data driven modelling and derivation of diseases and treatment response

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)

Computational approaches to elucidate Multiple Sclerosis and Contact Dermatitis pathogenesis, and its treatment through ultraviolet light exposure

Allergies and autoimmunity are complex immune system aberrations. Both involve multiple immune cell populations coordinating across several organs of the body. The growing prevalenc more...

Supervisor(s): Read, Mark (Dr)

Retaining Military Personal Model: Adequacy, Robustness and Simplicity

The project will focus on implementing Partial Least Squares Path Modelling techniques to determine the military turnover drivers and their contribution to turnover.  An econom more...

Supervisor(s): Jajo, Nethal (Dr), Peiris, Shelton (Associate Professor)

Understanding disease progression and comorbidities using multi-omics and clinical information

This research project aims at exploring clinical and multi-omics data to improve our present understanding of disease progression, transition and comorbidities. To achieve this aim, more...

Supervisor(s): Uddin, Shahadat (Dr)

Computational characterisation of trans-regulatory cell systems

This project aims provide enabling computational and statistical methods for characterising trans-regulatory networks in cell systems. The goal is to discover regulatory networks th more...

Supervisor(s): Yang, Pengyi (Dr)

Brain reading

This project seeks to elucidate the connection between brain and behaviour. To this end, students will use human neuroimaging experiments (fMRI, MEG, EEG) to measure how the brain r more...

Supervisor(s): Carlson, Thomas (Associate Professor)

Facilitating treatments for neurodegenerative Parkinson’s disease

Opportunities exist to join a leading group conducting research into Parkinson's disease. Our group combines the disciplines of biochemistry, immunology, molecular biology and cell more...

Supervisor(s): Dzamko, Nicolas (Dr)

Integration of supply chain elements in an automobile company: Discrete Event Simulation Model and Analysis

In collaboration with a global car company, the project will provide professional analysis of the Supply Chain Management system and suggest the required dynamic model to support st more...

Supervisor(s): Jajo, Nethal (Dr)