Dan W. Joyce

22 papers Misc 1Journal 15Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Automating Thematic Review of Prevention of Future Deaths Reports: Replicating the ONS Child Suicide Study using Large Language Models.
CoRR
Sam Osian, Arpan Dutta, Sahil Bhandari, Iain E. Buchan, Dan W. Joyce
2025 — conf
Building a Learning Health System-Focused Trusted Research Environment for Mental Health.
MedInfo
Gary Leeming, Jim Hughes, Dan W. Joyce, Iain E. Buchan
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 — conf
Improving Pre-trained Language Model Sensitivity via Mask Specific losses: A case study on Biomedical NER.
NAACL-HLT
Micheal Abaho, Danushka Bollegala, Gary Leeming, Dan W. Joyce, Iain E. Buchan
2024 J jnl
Improving Pre-trained Language Model Sensitivity via Mask Specific losses: A case study on Biomedical NER.
CoRR
Micheal Abaho, Danushka Bollegala, Gary Leeming, Dan W. Joyce, Iain E. Buchan
2024 J jnl
Large Language Models Perform on Par with Experts Identifying Mental Health Factors in Adolescent Online Forums.
CoRR
Isabelle Lorge, Dan W. Joyce, Andrey Kormilitzin
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
2023 J jnl
Automatic Detection of Cognitive Impairment with Virtual Reality.
Sensors
Farzana A. Mannan, Lilla A. Porffy, Dan W. Joyce, Sukhwinder S. Shergill, Oya Çeliktutan
2023 J jnl
Explainable artificial intelligence for mental health through transparency and interpretability for understandability.
npj Digit. Medicine
Dan W. Joyce, Andrey Kormilitzin, Katharine A. Smith, Andrea Cipriani
2023 — conf
Probabilistic Decision Trees for Predicting 12-Month University Students Likely to Experience Suicidal Ideation.
AIAI (1)
Efthyvoulos Drousiotis, Dan W. Joyce, Robert C. Dempsey, Alina Haines, Paul G. Spirakis, Lei Shi, Simon Maskell
2022 J jnl
Clinical Prompt Learning with Frozen Language Models.
CoRR
Niall Taylor, Yi Zhang, Dan W. Joyce, Alejo J. Nevado-Holgado, Andrey Kormilitzin
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
2017 J jnl
Parsing the Roles of the Frontal Lobes and Basal Ganglia in Task Control Using Multivoxel Pattern Analysis.
J. Cogn. Neurosci.
Angie A. Kehagia, Rong Ye, Dan W. Joyce, Orla M. Doyle, James B. Rowe, Trevor W. Robbins
2004 — conf
Spatial Prepositions and Vague Quantifiers: Implementing the Functional Geometric Framework.
Spatial Cognition
Kenny R. Coventry, Angelo Cangelosi, Rohana K. Rajapakse, Alison Bacon, Stephen E. Newstead, Dan W. Joyce, Lynn V. Richards
2000 — conf
Semiotics and agents for integrating and navigating through multimedia representations of concepts.
Storage and Retrieval for Media Databases
Dan W. Joyce, Paul H. Lewis, Robert Tansley, Mark R. Dobie, Wendy Hall
1999 — conf
Texture content-based retrieval using text descriptions.
Storage and Retrieval for Image and Video Databases (SPIE)
Joseph K. P. Kuan, Dan W. Joyce, Paul H. Lewis
1998 Misc conf
Flexible Features in Texture with Similarity.
MVA
Joseph K. P. Kuan, Dan W. Joyce, Paul H. Lewis