Multimodal AI for Cognitive, Neurological, and Mental Health Assessment

Summary

This research theme investigates how artificial intelligence, multimodal sensing, and spatial computing can be harnessed to improve early detection and monitoring of neurological and mental health conditions.

The overarching goal is to create AI systems capable of fusing diverse data sources, such as speech, eye movement, attention, and body motion, into clinically meaningful, explainable insights that support diagnosis, rehabilitation, and long-term wellbeing.

The programme will focus on developing responsible, interpretable, and accessible AI frameworks that enable clinicians and researchers to detect subtle cognitive and motor changes using affordable, user-friendly devices, including wearables, VR/AR environments, and mobile platforms.

Privacy, ethics, and cross-lingual inclusivity will be core pillars, ensuring scalability across diverse populations and healthcare systems.

Within this theme, two complementary PhD project directions are proposed:

“Attention, Memory and Movement: AI & Spatial Computing for Early Assessment”, developing XR-based, AI-enabled assessment tools that capture attention, memory, and movement patterns for early identification of cognitive and motor impairments.

“Multilingual and Multimodal Speech Processing for Neurological and Mental Health Disorder Monitoring and Intervention”, using multilingual speech and language analytics to identify and track mental and neurological health conditions such as Alzheimer’s, Parkinson’s, depression, and anxiety through explainable AI models.

Essential criteria

Applicants should hold, or expect to obtain, a First or Upper Second Class Honours Degree in a subject relevant to the proposed area of study.

We may also consider applications from those who hold equivalent qualifications, for example, a Lower Second Class Honours Degree plus a Master’s Degree with Distinction.

In exceptional circumstances, the University may consider a portfolio of evidence from applicants who have appropriate professional experience which is equivalent to the learning outcomes of an Honours degree in lieu of academic qualifications.

• Experience using research methods or other approaches relevant to the subject domain
• A demonstrable interest in the research area associated with the studentship

Desirable Criteria

If the University receives a large number of applicants for the project, the following desirable criteria may be applied to shortlist applicants for interview.

• First Class Honours (1st) Degree
• Masters at 70%
• For VCRS Awards, Masters at 75%
• Experience using research methods or other approaches relevant to the subject domain
• Work experience relevant to the proposed project
• Publications - peer-reviewed
• Experience of presentation of research findings
• Use of personal initiative as evidenced by record of work above that normally expected at career stage.

Equal Opportunities

The University is an equal opportunities employer and welcomes applicants from all sections of the community, particularly from those with disabilities.

Appointment will be made on merit.

Funding and eligibility

This project is funded by:

• Department for the Economy (DfE)

This scholarship will cover tuition fees and provide a maintenance allowance of £21,000* (tbc) per annum for three years (subject to satisfactory academic performance).  A Research Training Support Grant (RTSG) of approximately £900 per annum is also available.

To be eligible for these scholarships, applicants must meet the following criteria:

• Be a UK National, or

• Have settled status, or

• Have pre-settled status, or

• Have indefinite leave to remain or enter, or

• be an Irish National

Applicants should also meet the residency criteria which requires that they have lived in the EEA, Switzerland, the UK or Gibraltar for at least the three years preceding the start date of the research degree programme.

Applicants who already hold a doctoral degree or who have been registered on a programme of research leading to the award of a doctoral degree on a full-time basis for more than one year (or part-time equivalent) are NOT eligible to apply for an award.

Due consideration should be given to financing your studies.

*Part time PhD scholarships may be available, based on 0.5 of the full time rate, and will require a six year registration period