Robert John
Postgraduate Research Student
About
My research project
Optimisation of PET/CT for use in lung cancer radiotherapy treatment planningThe project will support the development and optimisation of PET/CT in lung cancer radiotherapy treatment planning using current PET imaging facilities at the Royal Surrey NHS Foundation Trust site and the forthcoming installation of a digital PET system, delivering major improvements in imaging capability.
Supervisors
The project will support the development and optimisation of PET/CT in lung cancer radiotherapy treatment planning using current PET imaging facilities at the Royal Surrey NHS Foundation Trust site and the forthcoming installation of a digital PET system, delivering major improvements in imaging capability.
Publications
RR John, I Ackerley, R Smith, A Robinson, V Prakash, M Shastry, P Strouhal, K Wells (2024) Deep Texture Analysis in Whole-Body PET Using Graph Neural Network Analysis of the Sub-Logit Layer
RL Smith, K Al-Battat, R John, M Li, I Ackerley, E Spezi, K Wells, N Morley, C Marshall (2024) From Radiomics to Deep Learning: Leveraging Gramian Matrix Features in CNNs for NSCLC Survival Analysis
RR John, I Ackerely, R Smith, A Robinson, V Prakash, M Shastry, P Strouhal, K Wells (2024) Can PET FDG Deep Texture Representations Be Made Robust?
RR John, I Ackerley, R Smith, A Robinson, V Prakash, M Shastry, P Strouhal, K Wells (2024) Deep Texture Analysis for Automated TNM Staging
RR John, I Ackerley, RL Smith, J Scuffham, A Robinson, V Prakash, M Shastry, M Halling-Brown, E Lewis, P Strouhal, K Wells (2023) Automatic Labeling of Glycolytic Volumes In PET Using Deep Texture Analysis
RL Smith, RR John, I Ackerley, K Al-Battat, E Alsyed, E Spezi, K Wells, N Morley, C Marshall (2023) A Deep Texture Metric for PET Image Quantification and Image Synthesis