Processing speed difficulties affect many children with neurological conditions and can have significant consequences for education, daily functioning, and long-term outcomes. In children with POMS, around 30% show below-threshold performance on processing speed tasks, highlighting a clear clinical need for better tools to measure these abilities reliably.
In this PhD, you will help develop new neurophysiological markers that could transform how clinicians monitor cognitive change in young patients.
Processing speed difficulties affect many children with neurological conditions and can have significant consequences for education, daily functioning, and long-term outcomes. In children with POMS, around 30% show below-threshold performance on processing speed tasks, highlighting a clear clinical need for better tools to measure these abilities reliably.
In this PhD, you will help develop new neurophysiological markers that could transform how clinicians monitor cognitive change in young patients.
About the Project
This project explores how brain activity supports processing speed in children and young people. You will use Optically Pumped Magnetometer Magnetoencephalography (OPM-MEG), a cutting-edge neuroimaging technology that allows us to record brain activity with millisecond precision while participants perform cognitive tasks.
Unlike traditional neuropsychological tests, which are influenced by practice effects, neural markers may provide objective and repeatable measures of cognitive change. The project aims to develop a neural signature of processing speed that clinicians could use for monitoring disease progression and treatment response.
Your research will combine clinical neuropsychology, neuroimaging, and computational modelling. The work includes recording brain activity during standardized cognitive assessments and modelling behavioural responses to understand the underlying cognitive processes.
What you will do?
During the PhD you will:
- Record and analyse brain activity using OPM-MEG while participants complete cognitive tasks
- Study how neural activity supports processing speed in both healthy participants and young people with POMS
- Use computational models (such as hierarchical drift diffusion models) to analyse behavioural data from reaction time tasks
- Apply advanced analysis methods such as time-delay embedded Hidden Markov Models to identify dynamic brain states associated with cognitive processing
- Contribute to the design and delivery of a clinical neuroscience study involving children and young people
- Present your work at international conferences and publish research in leading scientific journals
Research Environment
You will join the Institute of Health and Neurodevelopment at Aston University, working with an interdisciplinary supervisory team with expertise in clinical neurology, neuroimaging, and computational cognitive neuroscience.
The project includes collaboration with Birmingham Children’s Hospital, one of the UK’s leading centres for pediatric multiple sclerosis care. This collaboration provides direct access to clinical expertise and patient cohorts.
Why join us?
This project offers the opportunity to:
- Work with cutting-edge neuroimaging technology rarely available in clinical settings
- Contribute to research that could improve how cognitive changes are monitored in neurological disease
- Develop advanced analytical and computational neuroscience skills
- Collaborate with clinicians, neuroscientists, and patients to translate research into real clinical impact