COmputational NeuroIntelligence (CONI) Lab.
The Computational Neural Intelligence Lab @ CUK is focusing on research on developing machine learning/deep learning models for medical artificial intelligence, digital healthcare, and brain-computer interfaces. We utilize biosignals and neuroimaging such as electroencephalogram, electrocardiogram, and functional magnetic resonance imaging. In addition, we are continuously exchanging and conducting active collaborative research with leading hospitals in Korea such as Samsung Seoul Hospital, and leading overseas groups such as the University of Liege, the University of Wisconsin-Madison, and the University of Texas at Dallas.
Machine Learning
Deep learning, Transfer learning
Explainable AI
Computational Modeling
Functional/causal connectivity
Network theory
Biomedical AI
Disease diagnosis and prognosis prediction
Clinical decision support system
Neural Engineering
Brain-computer interface
Human state monitoring