Overview
Research Areas:
- AI and IoT enabled solutions to provide personalised care for people affected by dementia
- Machine learning and causal networks to create symptom experience models for cancer care
- The unobtrusive monitoring of patients in hospital wards and at home
- Electronic healthcare record analysis and digital consultation tools
- Time-series data processing and pattern analysis
- Continual learning and semi-supervised learning models
Current Research Projects:
- PROTECT: Predictive approaches in managing long-term conditions: from remote monitoring data to digital biomarkers, funded by the Engineering and Physical Sciences Research Council (EPSRC) and National Institute of Health and Care Research (NIHR).
- Healthy Home/Translational Machine Intelligence Programme, Care Research and Technology Centre, The UK Dementia Research Institute (UK DRI), funded by Medical Research Council (MRC), Alzheimer's Society and Alzheimer's Research UK (Apr. 2019 - Mar 2028).
- Infrastructure for a Trusted Research Environment to Support Cost-effective and Flexible Processing of Healthcare Data, UKRI World Class Laboratories Award, MRC via UK DRI, (Dec 2021 - Jun 2022).
- (Co-Investigator) A Clinically Applicable Digital Phenotyping Platform for in-Home Healthcare Monitoring (Digital Biomarkers), National Institute of Health and Care Research (NIHR), (Jan 2023 - Dec 2025).