Contact information
Research groups
Niall Taylor
Masters by Research - Experimental Psychology
Bioinformatics Research Assistant
Multi-modal data in Bipolar Disorders
Research Summary
Right now I am working on a number of projects, all revolving around big data in mental health disorders, primarily depression, biploar disorder and insomnia.
Recent publications
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Efficiency at scale: Investigating the performance of diminutive language models in clinical tasks.
Journal article
Taylor N. et al, (2024), Artif Intell Med, 157
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Developing healthcare language model embedding spaces.
Journal article
Taylor N. et al, (2024), Artif Intell Med, 158
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Optimising the use of electronic medical records for large scale research in psychiatry.
Journal article
Newby D. et al, (2024), Transl Psychiatry, 14
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Clinical Prompt Learning With Frozen Language Models.
Journal article
Taylor N. et al, (2023), IEEE Trans Neural Netw Learn Syst, PP
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Rationale production to support clinical decision-making
Conference paper
TAYLOR N., (2021)