Staff profile

Conference Paper

• PetEVAL: A veterinary free text electronic health records benchmark
  
  Farrell, S., Radford, A., Al Moubayed, N., & Noble, P. (2025). PetEVAL: A veterinary free text electronic health records benchmark. Presented at Proceedings of the 24th Workshop on Biomedical Language Processing, Viena, Austria. https://doi.org/10.18653/v1/2025.bionlp-1.29

Journal Article

• Premature mortality analysis of 52,000 deceased cats and dogs exposes socioeconomic disparities
  
  Farrell, S., Anderson, K., Noble, P. M., & Al Moubayed, N. (2024). Premature mortality analysis of 52,000 deceased cats and dogs exposes socioeconomic disparities. Scientific Reports, 14(1), Article 28763. https://doi.org/10.1038/s41598-024-77385-8
• Text mining for disease surveillance in veterinary clinical data: part two, training computers to identify features in clinical text
  
  Davies, H., Nenadic, G., Alfattni, G., Arguello Casteleiro, M., Al Moubayed, N., Farrell, S., Radford, A. D., & Noble, P. M. (2024). Text mining for disease surveillance in veterinary clinical data: part two, training computers to identify features in clinical text. Frontiers in Veterinary Science, 11, Article 1352726. https://doi.org/10.3389/fvets.2024.1352726
• Explainable text-tabular models for predicting mortality risk in companion animals
  
  Burton, J., Farrell, S., Mäntylä Noble, P., & Al Moubayed, N. (2024). Explainable text-tabular models for predicting mortality risk in companion animals. Scientific Reports, 14(1), Article 14217. https://doi.org/10.1038/s41598-024-64551-1
• Evaluating ChatGPT text mining of clinical records for companion animal obesity monitoring
  
  Fins, I. S., Davies, H., Farrell, S., Torres, J. R., Pinchbeck, G., Radford, A. D., & Noble, P. (2024). Evaluating ChatGPT text mining of clinical records for companion animal obesity monitoring. Veterinary Record, 194(3), Article e3669. https://doi.org/10.1002/vetr.3669
• A multinational survey of companion animal veterinary clinicians: How can antimicrobial stewardship guidelines be optimised for the target stakeholder?
  
  Farrell, S., Bagcigil, A. F., Chaintoutis, S. C., Firth, C., Aydin, F. G., Hare, C., Maaland, M., Mateus, A., Vale, A. P., Windahl, U., Damborg, P., Timofte, D., Singleton, D., & Allerton, F. (2024). A multinational survey of companion animal veterinary clinicians: How can antimicrobial stewardship guidelines be optimised for the target stakeholder? Veterinary Journal (London, England : 1997), 303, Article 106045. https://doi.org/10.1016/j.tvjl.2023.106045
• PetBERT: automated ICD-11 syndromic disease coding for outbreak detection in first opinion veterinary electronic health records
  
  Farrell, S., Appleton, C., Noble, P. M., & Al Moubayed, N. (2023). PetBERT: automated ICD-11 syndromic disease coding for outbreak detection in first opinion veterinary electronic health records. Scientific Reports, 13(1), Article 18015. https://doi.org/10.1038/s41598-023-45155-7