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I am Senior Lecturer in Machine Learning for Imaging co-leading the Biomedical Image Analysis Group. I am also Adviser – Medical Image Analysis at HeartFlow and I am leading the London-based HeartFlow-Imperial Research Team. I work as scientific adviser for Definiens and Kheiron Medical Technologies.

My research is at the intersection of medical image analysis and artificial intelligence aiming to build computational tools for improving image-based detection and diagnosis of disease.

Latest News

• Three papers accepted at MICCAI 2019:
  • Image-and-Spatial Transformer Networks for Structure-Guided Image Registration
  • Improving RetinaNet for CT Lesion Detection with Dense Masks from Weak RECIST Labels
  • Overfitting of neural nets under class imbalance: Analysis and improvements for segmentation
• Graph Convolutional Gaussian Processes has been accepted at ICML 2019
• TeTrIS: Template Transformer Networks for Image Segmentation with Shape Priors has been accepted in TMI
• Controlling Meshes via Curvature: Spin Transformations for Pose-Invariant Shape Processing has been accepted as oral at IPMI 2019
• Automated Quality Control in Image Segmentation: Application to the UK Biobank Cardiovascular Magnetic Resonance Imaging Study has been accepted in JCMR

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