My HDR UK related research will be focusing on
- Making sense of health and wellbeing data, in order to improve public health and clinical knowledge in the characterisation and management of disease, through novel biomedical informatics technologies
- Developing deep learning methodologies for the analysis of complex biomedical datasets in the context of non-communicable and chronic diseases in order to achieve a personalised medicine perspective in the provision of care
- Developing the emerging field of Radiomics to achieve more accurate prediction of disease progression, responsiveness to treatments, and patients’ survival in cancer. In particular, investigating the application of informatics and advanced computer algorithms to provide an intelligent decision support aid to clinicians for the characterisation of childhood brain tumours.
- Providing interoperability between different clinical systems, across care settings’ boundaries, and semantically integrating clinical and research systems in order to achieve effective impact of research into practice.