I’m a final year PhD Candidate at Imperial College London from the Department of Computing. My research is in the field of Deep Learning for Computer Vision in Medical Imaging. A large part of my PhD focused on the problem of compressed sensing MRI with the aim of accelerating data acquisition time and increasing image reconstruction fidelity. Also, I enjoy mountaineering.
Research
- Exploiting Motion for Accelerated Deep Learning Dynamic MRI reconstruction
- Radiological Report Generation from Accelerated DWI acquisitions
- MRI Reconstruction using Generative Models*
- Unsupervised/Self Supervised MRI Reconstruction*
*[Papers pending]
Interests
- Generative Modelling, Diffusion Models
- Bayesian NN
- Uncertainty Estimation
- Inverse Problems/MRI Reconstruction
- NLP