Staff profile
Overview
https://apps.dur.ac.uk/biography/image/2008
Affiliation | Telephone |
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Assistant Professor in the Department of Mathematical Sciences | |
Fellow of the Durham Research Methods Centre |
Research interests
- General research methodology
- High-dimensional methods
- Model updating
- Predictive modelling
Publications
Conference Paper
- Model updating after interventions paradoxically introduces biasLiley, J., Emerson, S., Mateen, B., Vallejos, C., Aslett, L., & Vollmer, S. (2021). Model updating after interventions paradoxically introduces bias. In Proceedings of The 24th International Conference on Artificial Intelligence and Statistics. (pp. 3916-3924). PMLR.
Journal Article
- Holdout Sets for Safe Predictive Model UpdatingHaidar-Wehbe, S., Emerson, S. R., Aslett, L. J., & Liley, J. (2025). Holdout Sets for Safe Predictive Model Updating. Annals of Applied Statistics, 19(2), 1190-1213. https://doi.org/10.1214/24-AOAS1982
- Differential behaviour of a risk score for emergency hospital admission by demographics in Scotland—A retrospective studyThoma, I., Rogers, S., Ireland, J., Porteous, R., Borland, K., Vallejos, C. A., Aslett, L. J. M., & Liley, J. (2024). Differential behaviour of a risk score for emergency hospital admission by demographics in Scotland—A retrospective study. PLOS Digital Health, 3(12), Article e0000675. https://doi.org/10.1371/journal.pdig.0000675
- Development of an open-source tool for risk assessment in pulmonary endarterectomyLiley, J., Bunclark, K., Newnham, M., Cannon, J., Sheares, K., Taboada, D., Ng, C., Screaton, N., Jenkins, D., Pepke-Zaba, J., & Toshner, M. (2024). Development of an open-source tool for risk assessment in pulmonary endarterectomy. European Respiratory Journal. Advance online publication. https://doi.org/10.1183/13993003.01001-2024
- Ethical considerations of use of hold-out sets in clinical prediction model managementChislett, L., Aslett, L. J. M., Davies, A. R., Vallejos, C. A., & Liley, J. (2024). Ethical considerations of use of hold-out sets in clinical prediction model management. AI and Ethics. Advance online publication. https://doi.org/10.1007/s43681-024-00561-z
- Shared and Distinct Genomics of Chronic Thromboembolic Pulmonary Hypertension and Pulmonary Embolism.Liley, J., Newnham, M., Bleda, M., Bunclark, K., Auger, W., Barbera, J. A., Bogaard, H., Delcroix, M., Fernandes, T. M., Howard, L., Jenkins, D., Lang, I., Mayer, E., Rhodes, C., Simpson, M., Southgate, L., Trembath, R., Wharton, J., Wilkins, M. R., … Toshner, M. (2024). Shared and Distinct Genomics of Chronic Thromboembolic Pulmonary Hypertension and Pulmonary Embolism. American Journal of Respiratory and Critical Care Medicine, 209(12), 1477-1485. https://doi.org/10.1164/rccm.202307-1236OC
- Effects of a novel, brief psychological therapy (Managing Unusual Sensory Experiences) for hallucinations in first episode psychosis (MUSE FEP): findings from an exploratory randomised controlled trial.Dudley, R., Dodgson, G., Common, S., Ogundimu, E., Liley, J., O’Grady, L., Watson, F., Gibbs, C., Arnott, B., Fernyhough, C., Alderson-Day, B., & Aynsworth, C. (2024). Effects of a novel, brief psychological therapy (Managing Unusual Sensory Experiences) for hallucinations in first episode psychosis (MUSE FEP): findings from an exploratory randomised controlled trial. Journal of Psychiatric Research, 174, 289-296. https://doi.org/10.1016/j.jpsychires.2024.04.031
- Development and assessment of a machine learning tool for predicting emergency admission in ScotlandLiley, J., Bohner, G., Emerson, S., Mateen, B., Borland, K., Carr, D., Heald, S., Oduro, S., Ireland, J., Moffat, K., Porteous, R., Riddell, S., Cunningham, N., Holmes, C., Payne, K., Vollmer, S., Vallejos, C., & Aslett, L. (2024). Development and assessment of a machine learning tool for predicting emergency admission in Scotland. Nature, 7, Article 277. https://doi.org/10.1038/s41746-024-01250-1