Staff profile

Journal Article

• Davies, H., Nenadic, G., Alfattni, G., Arguello Casteleiro, M., Al Moubayed, N., Farrell, S., Radford, A. D., & Noble, P.-J. 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
• Burton, J., Farrell, S., Mäntylä Noble, P.-J., & 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
• 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
• 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. (2023). A multinational survey of companion animal veterinary clinicians: How can antimicrobial stewardship guidelines be optimised for the target stakeholder?. The Veterinary Journal, Article 106045. https://doi.org/10.1016/j.tvjl.2023.106045
• Farrell, S., Appleton, C., Noble, P.-J. 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