Dr. Jui-Tzu Huang is a second-year cardiology fellow at Taipei Veterans General Hospital, Taiwan. She received her MD from National Yang Ming Chiao Tung University. Her clinical and research interests include e-cardiology, heart failure, cardiac imaging—especially echocardiography—and structural heart disease. She is also involved in applying machine learning and advanced hemodynamic markers to improve cardiovascular risk stratification and enable precision medicine. Dr. Huang has authored or co-authored multiple PubMed-indexed publications in leading journals, including Hypertension, JAHA, and EHJ – Digital Health. She received the Best International Poster Award at ACC.23, with her work published in the Journal of the American College of Cardiology Supplement (Vol. 81, Suppl. 8). Fluent in English and Chinese, she is passionate about advancing digital innovation and global collaboration in cardiovascular care.