I'm a first year DPhil student in Computer Science, working in the OxMedIS research group.
I previously completed an integrated Masters in Computer Science at Durham, where I researched the efficacy of diffusion models for anomaly detection as my final major project.
My research interests are:
- 2D and 3D Segmentation of Medical Images
- Anomaly detection
- Generative Models
- Multimodal deep learning
- Uncertainty analysis
Anoddpm: Anomaly detection with denoising diffusion probabilistic models using simplex noise
Julian Wyatt‚ Adam Leach‚ Sebastian M Schmon and Chris G Willcocks
Pages 650–656. 2022.