석박사통합 n학기
이름
About
Brief introduction of him/her
Education & Career
M.S. & Ph. D. Integrated Course | Dept. of 00, 00 University
2019.02: B.S. | Dept. of 00, 00 University
Research Interest
Deep Learning for Brain-Computer Interface
Machine Learning/Pattern Recognition
Fellowship
Period | Affiliation | Funding Source |
Awards
Title
기관
날짜
Research Projects
Title
Funding source
Publication
Date
Title
Journal & Impact Factor
Authors
4 January 2026
Deep Convolutional Neural Network-Based Detection of GaitAbnormalities in Parkinson’s Disease Using Fewer Plantar Sensors in a SmartInsole
Open
Biosensors
December 2025
Inter-Subject Generative Data Augmentation Using Conditional Variational Autoencoder for Enhanced BCI Performance
Open
Journal of Biomedical Engineering Research
2026
A Robust Framework for Ear-ECG Extraction via Cycle-Wise Morphology-Guided Independent Component Selection
Open
Journal of Medical Systems
2026
Effect of 40 Hz Dynamic Binaural Beats: Neural Entrainment and Autonomic Signatures of Attention Modulation
Open
npg Science of Learning
27 November 2025
Predicting Human Tactile Smoothness/Roughness Perception from Multidimensional Mechanical Properties of Synthetic Fibers Using Machine Learning
Open
Scientific Reports (IF: 3.2, Top 20 % in Multidisciplinary Sciences)
2018
Scientific Data (IF: 4.836, top 10.15% in Multidisciplinary sciences)
April 11, 2018
Effect of KCNQ1 G229D mutation on cardiac pumping efficacy and reentrant dynamics in ventricles: computational study
Open
Inational Journal for Numerical Methods in Biomedical Engineering (IF: 2.191, Q1 in Mathematical & Computational Biology)
May 07, 2018
Plos One (IF: 2.806, Q1 in Multidisciplinary Science)
2018
Improvement of information transfer rates using a hybrid EEG-NIRS brain-computer interface with a short task duration: offline and pseudo-online analyses
Open
Sensors (IF: 2.677, Q1 in Instruments & Instrumentation)
July 12, 2018
Classification of bipolar disorder and schizophrenia using steady-state visual evoked potential based features
Open
IEEE Access (IF: 3.244, Q1 in Computer Science & Information Systems)
August 29, 2018
Sensors (IF: 2.475, Q2 in Instruments & Instrumentation)
November 8, 2016
Near-infrared spectroscopy (NIRS)-based eyes-closed brain-computer interface (BCI) using prefrontal cortex activation due to mental arithmetic
Open
Scientific Report (IF: 5.228, top 10% in Multidisciplinary Sciences)
November 11, 2016
IEEE Transactions on Neural Systems and Rehabilitation Engineering (IF: 3.410, top 6% in Rehabilitation)
March 8, 2017
Biomed Research International (IF: 2.476, Q2 in Biotechnology & Applied Microbiology)
2019
Frontiers in Neuroscience (IF: 3.648, Q2 in Neuroscience)
Sebtember 20, 2019
Frontiers in Physiology (IF: 3.202, Q2 in Physiology)
November 26, 2019
A multi-day and multi-band dataset for steady-state visual evoked potential-based brain-computer interface
Open
Gigascience (IF: 7.267, top 10% in Multidisciplinary Science)
March 2, 2020
Electronics (IF: 1.764, Q3 in Electrical & Electronic Engineering)
2020
Application of a convolutional neural network for predicting the occurrence of ventricular tachyarrhythmia using heart rate variability features
Open
Scientific Reports (IF: 4.011, Q1 in Multidisciplinary Sciences)
April 17, 2020
Development of a transcranial direct current stimulation device based on current limiter for simultaneous measurement of electroencephalography: a feasibility study
Open
Technology and Health Care (IF: 0.787, Q4 in Health Care Sciences & Services)
August 17 2020
Enhanced Performance of a Brain Switch by Simultaneous Use of EEG and NIRS Data for Asynchronous Brain-Computer Interface
Open
IEEE Transactions on Neural Systems and Rehabilitation Engineering (IF: 3.340, top 10% in Rehabilitation
October 21, 2020
Clinical Application of Virtual Reality for Upper Limb Motor Rehabilitation inStroke: Review of Technologies and Clinical Evidence
Open
Journal of Clinical Medicine (IF: 6.780, Q1 in Medicine, General & Internal)
16 March 2021
Optimal Length of the Heart Rate Variability data and Forecasting Time for Ventricular Fibrillation Prediction using Machine Learning
Open
Computational and Mathematical Methods in Medicine (IF: 1.770, Q2 in General Biochemistry,Genetics and Molecular Biology)
28 March 2021
Brain Sciences (IF: 3.332, Q2 in Neuroscience)
12 April 2021
Inflated Prediction Accuracy of Neuropsychiatric Biomarkers Caused by Data Leakage in Feature Selection
Open
Scientific Reports (IF 3.998 Q1 in Multidisciplinary Science)
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Conferences
Date
Title
Journal & Impact Factor
Authors
2025.12.05.~12.06
2025.12.05.~12.06
Neurophysiological Differences in Pre-Motor Alpha Activity Associated with Motor Imagery-Based Brain-Computer Interface Performance in Stroke and Healthy Individuals
Open
2025.12.05.~12.06
Exploring EEG-Based Biomarkers for Body Composition Estimation Using Resting
State Functional Connectivity
Open
2025.12.05.~12.06
Inter-Subject Data Augmentation using Conditional Variational Autoencoder for
Enhanced BCI Performance
Open
2025.12.05.~12.06
Channel Selection Guided by Layer-wise Relevance Propagation for CNN-Based
Electroencephalography Classification of Major Depressive Disorder
Open
2025.11.06.~11.08
2025.12.05.~12.06
Deep Learning-Based Body Mass Index (BMI) Classification Using Ear-EEG for
Healthcare Applications
Open
2025.11.06.~11.08
2025.11.06.~11.08
2025.11.06.~11.08
2025.11.06.~11.08
2025.10.17.~10.18
2025.07.10.~07.12
Investigation of the Stress Regulation Effects of Transcutaneous Auricular Vagus Nerve Stimulation Based on Resting-State EEG
Open
2025.07.10.~07.12
2025.07.10.~07.12
2025.07.10.~07.12
2025.05.08.~05.10
2025.02.05.~02.07
2025.02.05.~02.07
2024.12.06.~12.07
2024.12.06.~12.07
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Patents
Title
기관
날짜
참여자
