Esther Puyol holds a Bachelor’s and Master’s in Biomedical Signal Processing from the Polytechnic University of Catalonia and a dual Master’s in Engineering and Medical Imaging from Telecom Bretagne, all completed in 2014. She earned her PhD in Biomedical Engineering at King’s College London (2014–2018), where she developed a multimodal statistical atlas of heart function using cardiac MR and ultrasound imaging. Afterward, she worked as a research fellow in automated CMR analysis and fairness. Esther is currently a Research Scientist at HeartFlow and a Visiting Lecturer at King’s College London. Her research interests include AI applied to cardiac imaging and fairness.