Clinical prompt learning with frozen language models N Taylor, Y Zhang, DW Joyce, Z Gao, A Kormilitzin, A Nevado-Holgado IEEE Transactions on Neural Networks and Learning Systems, 2023 | 43 | 2023 |
Learning to detect bipolar disorder and borderline personality disorder with language and speech in non-clinical interviews B Wang, Y Wu, N Taylor, T Lyons, M Liakata, AJ Nevado-Holgado, ... arXiv preprint arXiv:2008.03408, 2020 | 19 | 2020 |
Rationale production to support clinical decision-making N Taylor, L Sha, DW Joyce, T Lukasiewicz, A Nevado-Holgado, ... arXiv preprint arXiv:2111.07611, 2021 | 5 | 2021 |
Efficiency at scale: Investigating the performance of diminutive language models in clinical tasks N Taylor, U Ghose, O Rohanian, M Nouriborji, A Kormilitzin, DA Clifton, ... Artificial Intelligence in Medicine 157, 103002, 2024 | 4 | 2024 |
Optimising the use of electronic medical records for large scale research in psychiatry D Newby, N Taylor, DW Joyce, LM Winchester Translational Psychiatry 14 (1), 232, 2024 | 3 | 2024 |
Detecting the Clinical Features of Difficult-to-Treat Depression using Synthetic Data from Large Language Models I Lorge, DW Joyce, N Taylor, A Nevado-Holgado, A Cipriani, A Kormilitzin arXiv preprint arXiv:2402.07645, 2024 | 3 | 2024 |
Tracking trajectories: A brief review for researchers C Kent, S Taylor, N Taylor, E Darley Cognitive Psychology Bulletin 1 (2), 2017 | 3 | 2017 |
Developing Healthcare Language Model Embedding Spaces N Taylor, D Schofield, A Kormilitzin, DW Joyce, A Nevado-Holgado arXiv preprint arXiv:2403.19802, 2024 | 1 | 2024 |
Efficient large language models for the NHS and psychiatry N Taylor University of Oxford, 2024 | 1 | 2024 |
Model development for bespoke large language models for digital triage assistance in mental health care N Taylor, A Kormilitzin, I Lorge, A Nevado-Holgado, A Cipriani, DW Joyce Artificial Intelligence in Medicine 157, 102988, 2024 | | 2024 |
Bespoke Large Language Models for Digital Triage Assistance in Mental Health Care N Taylor, A Kormilitzin, I Lorge, A Nevado-Holgado, DW Joyce arXiv preprint arXiv:2403.19790, 2024 | | 2024 |
Personalised recommendations of sleep behaviour with neural networks using sleep diaries captured in Sleepio A Nevado-Holgado, C Espie, M Liakata, A Henry, J Gu, N Taylor, ... arXiv preprint arXiv:2208.00033, 2022 | | 2022 |