Dr Michelle Williams is a Senior Clinical Lecturer and Honorary Radiology Consultant at the University of Edinburgh and NHS Lothian. She is Associate Director of the British Heart Foundation Data Science Centre and the Imaging lead. Her research centres around multi-modality non-invasive imaging of the heart and blood vessels, including using machine learning and other advanced analytic techniques. She is president elect of British Society of Cardiovascular Imaging, member of the Board of Directors of the SCCT and Lead for the Online Education Task Force of the SCCT.