Our Research
2022 In the TEM Room for Synthesis Verification
Our Research Goal
Bio-signal Processing and Neurorehabilitation
─ Our main research interest is focused on a biomedical application in ischemic stroke. We process the motion bio-signal acquired from the ischemic stroke patients and span and merge these signals with cardiac physiological features using a non-contact radar. Based on the full understanding of bio-signal in ischemic stroke patients, we utilize low and high-intensity ultrasound to treat the stroke. Ultimately, we expect neurorehabilitation in the central nervous system using real biomedical applications.
Our Research Aims
─ Motion Analysis-based Rehabilitation Assessment
─ Non-contact Radar-based Cardiac Features Extraction
─ Acoustic Stimulus-based In Vivo Application
Motion Analysis-based
Rehabilitation Assessment
Motion Capture and Analysis
─ Smart motion capture system based on inertial sensors
─ Real-time motion analytics
Rehabilitation Assessment
─ Gait analysis-based neuroplasticity assessment and rehabilitation prediction
─ Classification of patients’ severity using a machine-learning algorithm
Radar ㅡ Smart Healthcare
Non-Contact Bio-signal Monitoring
─ Micro-movement radar data for bio-signal extraction
─ Deep learning-based bio-signal inference
LSTM(Long Short-Term Memory) model
Human presence detection
─ User data with guaranteed privacy
Presence or absence, counting, location, physical activity level, etc.
Ultrasound ㅡ
Advanced Biomedical Applications
Boiling Histotripsy (BH) for Locally Mechanical Tissue Fractionation
─ New generation for therapeutic ultrasound
─ New approach for cancer therapy through immunological effects by HIFU-induced cavitation
─ New generation for therapeutic ultrasound
─ New approach for cancer therapy through immunological effects by HIFU-induced cavitation
Acoustic-assisted Drug Delivery
─ Cavitation-mediated drug delivery in an ischemic stroke model
─ Different reactivity of the cavitation in asymmetric particles
Stress monitoring system
Stress Monitoring System
─ Stress monitoring system based on life logging and bio-signal
─ Police officer customized big data analysis
─ Stress monitoring system based on life logging and bio-signal
─ Police officer customized big data analysis
Stress Analysis
─ Autonomic nervous system responses and indicators analysis
─ Development of personalized real-time stress monitoring algorithm using artificial intelligence-based physiological synchronization
─ Autonomic nervous system responses and indicators analysis
─ Development of personalized real-time stress monitoring algorithm using artificial intelligence-based physiological synchronization
