I am a Professor in the Department of Computing at Imperial College London. I head the human-in-the-loop computing group and I am one of four academics leading the Biomedical Image Analysis, BioMedIA Lab. Human-in-the-loop computing research aims at complementing human intelligence with machine capabilities and machine intelligence with human flexibility.

I co-create intensively with Imperial College Healthcare NHS Trust, King's College London, Division of Imaging Sciences and Biomedical Engineering, St. Thomas Hospital London and the department of Bioengineering at Imperial. I am Associate Editor for IEEE Transactions on Medical Imaging,  Medical Image Analysis, and Machine Learning for Biomedical Imaging. I am a scientific adviser for ThinkSono Ltd and Ultromics Ldt. and co-founder of Fraiya Ltd. I am stream lead for the EPSRC Centre for Doctoral Training in Smart Medical Imaging and the UKRI Centre for Doctoral Training in Artificial Intelligence for Healthcare.

My teaching is focused on Real-time Computing, Deep Learning, Image Analysis, and Visual Information Processing.