Research areas cover explainable AI, computational modeling, functional/causal connectivity, network theory, biomedical AI (disease diagnosis and prognosis prediction), clinical decision support systems, neural engineering (brain-computer interface), and human state monitoring.
Research Experience
Collaborative research with leading hospitals in Korea such as Samsung Seoul Hospital, and leading overseas groups like the University of Liege, the University of Wisconsin-Madison, and the University of Texas at Dallas.
Background
Research interests include the application of machine learning/deep learning models in medical artificial intelligence, digital healthcare, and brain-computer interfaces.