Professor Noble’s research interests sit at the interface of AI with computer vision and clinical medicine. In recent years, her group has been at the forefront of international thinking in how to bring machine learning to ultrasound working closely with clinical research groups in Oxford (particularly the group of Prof. Aris Papageorghiou, Nuffield Department of Women’s & Reproductive Health) and overseas. This includes global health ultrasound applications research with groups in India and Africa, and pioneering research on multi-modal ultrasound and sonography data science.