Imperial Profile | dblp | Google Scholar | PubMed | arXiv | CV | Twitter | YouTube

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

Delicious Twitter Digg this StumbleUpon Facebook