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I am Reader in Machine Learning for Imaging co-leading the Biomedical Image Analysis Group. I lead the HeartFlow-Imperial Research Team and I am also Head of ML Research at 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.

Featured Publications

Causality Matters in Medical Imaging

Castro et al. (2020) Nature Communications

Deep Structural Causal Models for Tractable Counterfactual Inference

Pawlowski et al. (2020) NeurIPS

Multi-class semantic segmentation and quantification of traumatic brain injury lesions on head CT using deep learning

Monteiro & Newcombe et al. (2020) The Lancet Digital Health

Featured Talk