Research
Research
Current Research
EEG Analysis in Neuropsychiatric Diseases using Machine Learning and Deep Learning
Clinical response prediction of infantile spasms patients
Seoul Asan Medical Center and Soonchunhyang University Cheonan Hospital
Sleep Quality Identification
KAIST and Chungnam National University Hospital
Robot-based neurorehabilitation for stroke patients
KAIST, Geisinger Medical Center (US), and Hyundai Motors
Non-invasive brain-computer Interface with a virtual reality
Brain-computer interface for third-arm control during multi-task in a virtual reality environment
VR-based serious games
LooxidLabs Inc.
Motor intention, Motor imagery, Event-related potential, Sleep-stage classification, Working memory, Attention
Neurorehabilitation for cognitive disorder patients
Adaptive cognitive rehabilitation recommendation
MindHub Inc.
Cognitive disorder level prediction using eye-tracking and machine learning
Dept. Psychology @ CUK and MindHub Inc.
Computer-Aided Test for identifying Athletes' mental health
University of Otago (NewZealand)
Biomedical signal processing using machine learning
Cardiac disease analysis (PPG, BCG, PCG)
Human/Animal Behavior Analysis
IntoCNS Inc., CareSix Inc., and Jeju National University
Multimodal sensor data analysis (Accelerometer, Gyroscope, Motion tracking, Voice recognition)
Eye-tracking analysis
Sensor-variability and subject-variability adaptation
Brain-inspired AI for brain analysis
Brain-inspired AI
4N Inc. and Pukyong National University