Staff profile

• General research methodology
• High-dimensional methods
• Model updating
• Predictive modelling

Conference Paper

• Model updating after interventions paradoxically introduces bias
  
  Liley, 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 Updating
  
  Haidar-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 study
  
  Thoma, 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 endarterectomy
  
  Liley, 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 management
  
  Chislett, 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 Scotland
  
  Liley, 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