Scholar
Fergus Imrie
Google Scholar ID: 4qCGgpsAAAAJ
University of Oxford
Citations & Impact
Citations
1,207
H-index
18
i10-index
23
Publications
20
Co-authors
42
list available
Publications
Resume (English only)
Academic Achievements
- 2025: Paper on agentic LLMs as novel interfaces for digital health tools accepted by Frontiers in Artificial Intelligence.
- 2025: Released ChemIQ benchmark to assess chemical intelligence of LLMs (updated July 2025).
- 2025: MolSnapper method for conditioning diffusion models in structure-based drug design accepted by Journal of Chemical Information and Modeling.
- 2025: AutoPrognosis-Multimodal multimodal AutoML framework accepted by IEEE Journal of Biomedical and Health Informatics.
- 2024: Paper on data-centric pseudo-labeling published in Journal of Data-Centric Machine Learning Research.
- 2024: Two papers accepted at ICLR 2024 on causal sensitivity analysis and data-centric AI.
- 2023: DC-Check framework published in IEEE Transactions on Artificial Intelligence.
- 2023: Paper on parsimonious lung cancer risk scores published in PLOS Medicine.
- 2023: Paper on model evaluation with synthetic test data accepted at NeurIPS 2023.
- 2023: Perspective on XAI in healthcare published in Nature Machine Intelligence.
- 2023: AutoPrognosis 2.0 framework published in PLOS Digital Health, with associated software and website.
- Co-founded the OpenBind Consortium, awarded £8M grant by UK Sovereign AI Unit (DSIT) to advance AI/ML for drug discovery.
