Niall Taylor

14 papers A 1Journal 13
YearRankTypeTitle / Venue / Authors
2025 J jnl
Detecting the clinical features of difficult-to-treat depression using synthetic data from large language models.
Comput. Biol. Medicine
Isabelle Lorge, Dan W. Joyce, Niall Taylor, Alejo J. Nevado-Holgado, Andrea Cipriani, Andrey Kormilitzin
2024 J jnl
Bespoke Large Language Models for Digital Triage Assistance in Mental Health Care.
CoRR
Niall Taylor, Andrey Kormilitzin, Isabelle Lorge, Alejo J. Nevado-Holgado, Dan W. Joyce
2024 J jnl
Clinical Prompt Learning With Frozen Language Models.
IEEE Trans. Neural Networks Learn. Syst.
Niall Taylor, Yi Zhang, Dan W. Joyce, Ziming Gao, Andrey Kormilitzin, Alejo J. Nevado-Holgado
2024 J jnl
Detecting the Clinical Features of Difficult-to-Treat Depression using Synthetic Data from Large Language Models.
CoRR
Isabelle Lorge, Dan W. Joyce, Niall Taylor, Alejo J. Nevado-Holgado, Andrea Cipriani, Andrey Kormilitzin
2024 J jnl
Developing Healthcare Language Model Embedding Spaces.
CoRR
Niall Taylor, Dan Schofield, Andrey Kormilitzin, Dan W. Joyce, Alejo J. Nevado-Holgado
2024 J jnl
Developing healthcare language model embedding spaces.
Artif. Intell. Medicine
Niall Taylor, Dan Schofield, Andrey Kormilitzin, Dan W. Joyce, Alejo J. Nevado-Holgado
2024 J jnl
Efficiency at Scale: Investigating the Performance of Diminutive Language Models in Clinical Tasks.
CoRR
Niall Taylor, Upamanyu Ghose, Omid Rohanian, Mohammadmahdi Nouriborji, Andrey Kormilitzin, David A. Clifton, Alejo J. Nevado-Holgado
2024 J jnl
Efficiency at scale: Investigating the performance of diminutive language models in clinical tasks.
Artif. Intell. Medicine
Niall Taylor, Upamanyu Ghose, Omid Rohanian, Mohammadmahdi Nouriborji, Andrey Kormilitzin, David A. Clifton, Alejo J. Nevado-Holgado
2024 J jnl
Model development for bespoke large language models for digital triage assistance in mental health care.
Artif. Intell. Medicine
Niall Taylor, Andrey Kormilitzin, Isabelle Lorge, Alejo J. Nevado-Holgado, Andrea Cipriani, Dan W. Joyce
2022 J jnl
Clinical Prompt Learning with Frozen Language Models.
CoRR
Niall Taylor, Yi Zhang, Dan W. Joyce, Alejo J. Nevado-Holgado, Andrey Kormilitzin
2022 J jnl
Personalised recommendations of sleep behaviour with neural networks using sleep diaries captured in Sleepio.
CoRR
Alejo J. Nevado-Holgado, Colin A. Espie, Maria Liakata, Alasdair Henry, Jenny Gu, Niall Taylor, Kate Saunders, Tom Walker, Chris Miller
2021 J jnl
Rationale production to support clinical decision-making.
CoRR
Niall Taylor, Lei Sha, Dan W. Joyce, Thomas Lukasiewicz, Alejo J. Nevado-Holgado, Andrey Kormilitzin
2020 A conf
Learning to Detect Bipolar Disorder and Borderline Personality Disorder with Language and Speech in Non-Clinical Interviews.
INTERSPEECH
Bo Wang, Yue Wu, Niall Taylor, Terry J. Lyons, Maria Liakata, Alejo J. Nevado-Holgado, Kate E. A. Saunders
2020 J jnl
Learning to Detect Bipolar Disorder and Borderline Personality Disorder with Language and Speech in Non-Clinical Interviews.
CoRR
Bo Wang, Yue Wu, Niall Taylor, Terry J. Lyons, Maria Liakata, Alejo J. Nevado-Holgado, Kate E. A. Saunders