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I am Reader 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 am a Visiting Researcher at Microsoft Research and work as scientific adviser for 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.

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Latest News

• Domain Generalization via Model-Agnostic Learning of Semantic Features accepted at NeurIPS 2019
• Morpho-MNIST has been accepted in JMLR
• 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 accepted at ICML 2019
• TeTrIS: Template Transformer Networks for Image Segmentation with Shape Priors accepted in TMI

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