Niall Taylor
Scottish Government(GB)University of Oxford(GB)
Publications by Year
Research Areas
Machine Learning in Healthcare, Topic Modeling, Biomedical Text Mining and Ontologies, Electronic Health Records Systems, Complementary and Alternative Medicine Studies
Most-Cited Works
- → Genome-wide association study of 14,000 cases of seven common diseases and 3,000 shared controls(2007)9,601 cited
- → Association scan of 14,500 nonsynonymous SNPs in four diseases identifies autoimmunity variants(2007)1,373 cited
- → A HaemAtlas: characterizing gene expression in differentiated human blood cells(2009)254 cited
- → Clinical Prompt Learning With Frozen Language Models(2023)49 cited
- → Optimising the use of electronic medical records for large scale research in psychiatry(2024)22 cited
- → Model development for bespoke large language models for digital triage assistance in mental health care(2024)14 cited
- → Building common understanding: seeking consensus and defining social prescribing across contexts – a collective commentary on a Delphi study(2024)9 cited
- → Efficiency at scale: Investigating the performance of diminutive language models in clinical tasks(2024)9 cited
- → Developing healthcare language model embedding spaces(2024)9 cited
- → The anti‐vax phenomenon(2019)9 cited