Overview
I am a Medical PhD student with a strong interest in the integration and use of AI in healthcare.
My research focuses on developing and evaluating a deep-learning model for automated segmentation of PET-CT images. The project also adopts a human-centered AI approach, which focuses on developing models that are transparent, interpretable, and accountable to end-users.
I'm working as part of the Interdisciplinary Precision Oncology Cardiff Hub (IPOCH, https://ipoch-research.org/).
Publication
2025
- Warren, F., Paisey, S., Spezi, E., Lai, Y. and Smith, R. 2025. A feature-driven acquisition strategy using scale-invariant descriptors for deep active learning in preclinical CT segmentation. Presented at: 29th Medical Image Understanding and Analysis Conference, Leeds, UK, 15-17 July 2025 Presented at Ali, S., Hogg, D. C. and Peckham, M. eds.Proceedings of MIUA, Vol. 15918. Annual Conference on Medical Image Understanding and Analysis Springer pp. 129-145., (10.1007/978-3-031-98694-9_10)
Conferences
- Warren, F., Paisey, S., Spezi, E., Lai, Y. and Smith, R. 2025. A feature-driven acquisition strategy using scale-invariant descriptors for deep active learning in preclinical CT segmentation. Presented at: 29th Medical Image Understanding and Analysis Conference, Leeds, UK, 15-17 July 2025 Presented at Ali, S., Hogg, D. C. and Peckham, M. eds.Proceedings of MIUA, Vol. 15918. Annual Conference on Medical Image Understanding and Analysis Springer pp. 129-145., (10.1007/978-3-031-98694-9_10)
Supervisors
Contact Details
Research themes
Specialisms
- Artificial intelligence
- Machine learning
- precision oncology