Leong Tze Yun

Leong Tze Yun is a Professor (Practice Track) in the Department of Computer Science at the National University of Singapore. Her research interests include responsible AI, dynamic decision-making, neurocognitive modeling, reinforcement learning, artificial general intelligence, and biomedical and health informatics. She holds S.B., S.M., and Ph.D. degrees in Computer Science from the Massachusetts Institute of Technology. Leong is a Fellow of the American College of Medical Informatics and a founding Fellow of the International Academy of Health Sciences Informatics. She has contributed to policy advisory and development in education, research, and ethics in computer science, AI, and health informatics. She has served on program committees and editorial boards of leading conferences and journals.

Tze-Yun Leong is a researcher at the National University of Singapore, specializing in artificial intelligence and biomedical informatics. Their work focuses on knowledge discovery, data mining, and the application of machine learning techniques in medical domains. Key areas include the development of algorithms for medical diagnosis, such as the K-nearest neighbors algorithm for breast cancer detection, and the use of fuzzy logic and dynamic programming for handling uncertainty in clinical decision-making. Leong also explores text mining in radiology reports and the integration of decision models in healthcare. Their research emphasizes the intersection of AI and biomedical informatics to improve clinical outcomes through data-driven approaches.