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.
Harnessing the potential of machine learning and artificial intelligence for dementia research.
Ranson JM. et al, (2023), Brain Inform, 10
Explainable artificial intelligence for mental health through transparency and interpretability for understandability.
Joyce DW. et al, (2023), NPJ Digit Med, 6
A participatory initiative to include LGBT+ voices in AI for mental health.
Kormilitzin A. et al, (2023), Nat Med
The Deep Dementia Phenotyping (DEMON) Network: A global platform for innovation using data science and artificial intelligence.
Ranson JM. et al, (2022), Alzheimers Dement, 18 Suppl 2
Patient Reported Outcomes: the ICHOM Standard Set for inflammatory bowel disease in real life practice helps quantify deficits in current care.
Wong D. et al, (2022), J Crohns Colitis