Ziman CHEN received a Doctor of Medicine from Sun Yat-sen University, China. He is currently a Postdoctoral Fellow at The Hong Kong Polytechnic University, focusing on the intersection of ultrasound technology and machine learning for clinical management. Dr. Chen’s research interests include ultrasound-based diagnostics and machine learning applications in medical imaging. He has contributed to the development of computer-aided diagnostic models and is actively involved in ultrasound-based AI diagnostic software.