Senior Research Scientist
Translational artificial intelligence
My research is centred around translating advances in mathematics, statistical machine learning and deep learning to address challenges involved in learning, inference and ethical decision making using complex biomedical and health data.
Personalised treatment for cognitive impairment in dementia: development and validation of an artificial intelligence model.
Liu Q. et al, (2022), BMC Med, 20
Validation of UK Biobank data for mental health outcomes: A pilot study using secondary care electronic health records.
Li Z. et al, (2022), Int J Med Inform, 160
Rationale production to support clinical decision-making
TAYLOR N. et al, (2021)
CHRONOSIG: Digital Triage for Secondary Mental Healthcare using Natural Language Processing - rationale and protocol
Joyce DW. et al, (2021)
Associations Between Brain Volumes and Cognitive Tests with Hypertensive Burden in UK Biobank.
Newby D. et al, (2021), J Alzheimers Dis