Area of research
Cognitive Neuroscience · Signal Processing
Research interest
Research interests include Functional Brain Connectivity Studies, Speech and Audio Processing, Hearing Loss and Rehabilitation, and Advanced Neuroimaging Techniques and Applications.
Personalized and Explainable Blood Pressure Estimation From PPG via Hybrid CNN–Morphological Features
EEG-based unsupervised learning uncovers an insomnia subtype with sleep-state misperception and associated brain and mental health risks
Noninvasive Detection of Acute Hyperglycemia Using Signal from Wearable ECG Sensors Considering Individual HRV Response Delays to Glucose
EEG-based unsupervised learning uncovers an insomnia subtype with sleep-state misperception and associated brain and mental health risks
Heart Rate Variability Responses to Acute Stress as Indicators of Perceived Stress and Resilience
Quantitative analysis of the effect of clothing on the oscillometric waveform envelope and oscillometric blood pressure measurements
Comparison of Neck Pain and Posture with Spine Angle Tracking System between Static and Dynamic Computer Monitor Use
Analysis of Acute Stress Reactivity and Recovery in Autonomic Nervous System Considering Individual Characteristics of Stress Using HRV and EDA
Preliminary Study of Novel Bio-Crypto Key Generation Using Clustering-Based Binarization of ECG Features
Effects of Game-Related Tasks for the Diagnosis and Classification of Gaming Disorder
FacialCueNet: unmasking deception - an interpretable model for criminal interrogation using facial expressions
Novel three-axis accelerometer-based silent speech interface using deep neural network
Exploring Autonomic Alterations during Seizures in Temporal Lobe Epilepsy: Insights from a Heart-Rate Variability Analysis
Quantitative analysis of pulse arrival time and PPG morphological features based cuffless blood pressure estimation: a comparative study between diabetic and non-diabetic groups
Mental Stress Assessment Using Ultra Short Term HRV Analysis Based on Non-Linear Method
Gait-Based Continuous Authentication Using a Novel Sensor Compensation Algorithm and Geometric Features Extracted From Wearable Sensors
Prognostic Impact of In-Hospital Use of Mechanical Cardiopulmonary Resuscitation Devices Compared with Manual Cardiopulmonary Resuscitation: A Nationwide Population-Based Observational Study in South Korea
Selective Prediction With Long Short-term Memory Using Unit-Wise Batch Standardization for Time Series Health Data Sets: Algorithm Development and Validation
ECG Authentication Based on Non-Linear Normalization under Various Physiological Conditions
Development of Smart-Ring-Based Chest Compression Depth Feedback Device for High Quality Chest Compressions: A Proof-of-Concept Study
Comparing Ictal Cardiac Autonomic Changes in Patients with Frontal Lobe Epilepsy and Temporal Lobe Epilepsy by Ultra-Short-Term Heart Rate Variability Analysis
Impact of a Smart-Ring-Based Feedback System on the Quality of Chest Compressions in Adult Cardiac Arrest: A Randomized Preliminary Study
Selective Prediction With Long Short-term Memory Using Unit-Wise Batch Standardization for Time Series Health Data Sets: Algorithm Development and Validation (Preprint)
A Protease-Activated Fluorescent Probe Allows Rapid Visualization of Keratinocyte Carcinoma during Excision
Clip-On IMU System for Assessing Age-Related Changes in Hand Functions
Maladaptive neurovisceral interactions in patients with Internet gaming disorder: A study of heart rate variability and functional neural connectivity using the graph theory approach
Effects of degree and symmetricity of bilateral spectral smearing, carrier frequency, and subject sex on amplitude of evoked auditory steady-state response signal.
The Use of Catheter Mount Will Result in More Reliable Carbon Dioxide Monitoring under Fluid Exposing Conditions
Ultraviolet radiation-induced non-melanoma skin cancer: Regulation of DNA damage repair and inflammation