Dr Fergus Imrie

Florence Nightingale Bicentennial Fellow

About Me

I’m currently a Florence Nightingale Bicentenary Fellow at the University of Oxford in the Department of Statistics. Prior to this, I was a Postdoctoral Scholar in the Department of Electrical and Computer Engineering at the University of California, Los Angeles (UCLA) and, before that, I completed my DPhil here in the Department, supervised by Charlotte Deane.

Research Interests

My research develops and applies novel machine learning methods to challenges in healthcare, medicine, and drug discovery. 

Methodologically, my work spans both predictive and generative methods, explainable AI, feature selection, causal inference, and learning from unlabelled data. From an application perspective, I am currently particularly interested in structure-based drug design.

Please see my Google Scholar page for an up-to-date list of publications.

Publications

Contact Details

Email: fergus.imrie [AT] stats.ox.ac.uk

Office: 2.05

Personal website: https://fimrie.github.io/