"We make our world significant by the courage of our questions,
and by the depth of our answers."
— Carl Sagan, Cosmos (1980)
I am a DPhil candidate at the Nuffield Department of Primary Care Health Sciences, University of Oxford, and a member of Reuben College. My thesis develops clinical prediction models for hospitalisation and mortality in patients with multiple long-term conditions, with a reinforcement learning framework for adaptive model evaluation. My work sits at the intersection of clinical AI, human-centred design, and the design innovation — and is motivated by the belief that predictive systems should be built with, not simply for, the clinicians and patients who use them.
-
Implementation Framework for AI Deployment at Scale in Healthcare Systems
Adnan HS, Shidani A, Clifton L, Bankhead CR, Perera-Salazar R. iScience, 2025. [DOI] -
HcAI Bootcamp: Innovating Healthcare via Human-Centred AI Design Approach
Adnan HS, Sirka Kacafírková K, Edelman JA, Jacobs A, Bankhead CR, Perera-Salazar R. SSRN, 2025. [DOI] -
Artificial Intelligence in Addressing Multiple Long-Term Conditions: A Scoping Review
Adnan HS, Pidduck N, Bankhead CR, Perera-Salazar R. OSF, 2022. [DOI]
View full list on Google Scholar →
- Finishing the final chapters of my DPhil thesis on clinical predictive systems for multimorbidity.