Area of research
Radiology, Nuclear Medicine and Imaging · Radiation
Research interest
Research interests include Advanced Radiotherapy Techniques, Radiomics and Machine Learning in Medical Imaging, Medical Imaging Techniques and Applications, and Prostate Cancer Diagnosis and Treatment.
Evaluating the relationship between contouring variability and modelled treatment outcome for prostate bed radiotherapy
Open-source, fully-automated hybrid cardiac substructure segmentation: development and optimisation
Automatic classification of distal radius fracture using a two-stage ensemble deep learning framework
Clinical target volume delineation quality assurance for MRI-guided prostate radiotherapy using deep learning with uncertainty estimation
Clinical validation of MR imaging time reduction for substitute/synthetic CT generation for prostate MRI-only treatment planning
A statistical, voxelised model of prostate cancer for biologically optimised radiotherapy
A review of medical image data augmentation techniques for deep learning applications
Automatic radiotherapy delineation quality assurance on prostate MRI with deep learning in a multicentre clinical trial
Analysis of cardiac substructure dose in a large, multi-centre danish breast cancer cohort (the DBCG HYPO trial): Trends and predictive modelling
Increased Dose to Organs in Urinary Tract Associates With Measures of Genitourinary Toxicity in Pooled Voxel-Based Analysis of 3 Randomized Phase III Trials
Reduced Dose Posterior to Prostate Correlates With Increased PSA Progression in Voxel-Based Analysis of 3 Randomized Phase 3 Trials
Pelvic organ motion and dosimetric implications during horizontal patient rotation for prostate radiation therapy
Deformable image registration in radiation therapy
Measurements of human tolerance to horizontal rotation within an MRI scanner: Towards gantry‐free radiation therapy
Assessing tumor centrality in lung stereotactic ablative body radiotherapy (SABR): the effects of variations in bronchial tree delineation and potential for automated methods
Relationships between rectal and perirectal doses and rectal bleeding or tenesmus in pooled voxel-based analysis of 3 randomised phase III trials
Validation of a new open-source method for automatic delineation and dose assessment of the heart and LADCA in breast radiotherapy with simultaneous uncertainty estimation
Feasibility of multi-atlas cardiac segmentation from thoracic planning CT in a probabilistic framework
Multi‐observer contouring of male pelvic anatomy: Highly variable agreement across conventional and emerging structures of interest
A Multi-center Prospective Study for Implementation of an MRI-Only Prostate Treatment Planning Workflow
Anatomical deformation due to horizontal rotation: towards gantry-free radiation therapy
Localised delineation uncertainty for iterative atlas selection in automatic cardiac segmentation
Similarity clustering‐based atlas selection for pelvic <scp>CT</scp> image segmentation
Opportunities in space life sciences
Correlations between contouring similarity metrics and simulated treatment outcome for prostate radiotherapy
Dedicated <scp>MRI</scp> simulation for cervical cancer radiation treatment planning: Assessing the impact on clinical target volume delineation
Estimation of Hounsfield unit conversion parameters for pelvic CT images
EP-1614: Inter-observer contouring variation of multiple pelvic structures on CT and MR for prostate cancer
Atlas-based segmentation technique incorporating inter-observer delineation uncertainty for whole breast
MRI geometric distortion: Impact on tangential whole‐breast IMRT