Prof. Yixuan YUAN is an associate professor in the Department of Electronic Engineering at the Chinese University of Hong Kong (CUHK). She received the B.S. degree from Northwestern Polytechnical University, the Ph.D. degree from CUHK with HKPFS. She was a postdoctoral Fellow in Stanford University. Her research interest is AI in healthcare to promote precision medicine. She received several premium awards including NSFC Young Scientist Scheme (Type B), Top 1 most influential papers in AAAI 2025, ICBIR 2023 Best Paper Award, CVPR 2022 Best Paper Nomination, MICCAI 2022 Young Scientist Award, Hong Kong Young Scientist Award in Engineering, ICMA 2013 Best Paper Award. She is ranked Top 2% of Scientists on Stanford List 2021-2025. As the first/corresponding authors, she has published over 100 papers in journals, including Nature Biomedical Engineering/Cell reports Medicine/IEEE TMI/TPAMI/IJCV/MedIA and conferences including MICCAI/CVPR/ICCV/ECCV/ NeurIPS/ICRA.