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
2025
Deep Convolutional Neural Network-Based Detection of Gait Abnormalities in Parkinson's Disease Using Fewer Plantar Sensors in a Smart Insole
Open
Frontiers in Digital Health
2025
A Robust Framework for Ear-ECG Extraction via Cycle-Wise Morphology-Guided Independent Component Selection
Open
Journal of Medical Systems
2025
Effect of 40 Hz Dynamic Binaural Beats: Neural Entrainment and Autonomic Signatures of Attention Modulation
Open
npg Science of Learning
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)
Sep 13 2021
Altered functional networks of alpha and low-beta bands during upper limb movement and association with motor impairment in chronic stroke
Open
Brain Connectivity (IF 2.262, Q4 in Neuroscience)
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Conferences
Date
Title
Journal & Impact Factor
Authors
Patents
Title
기관
날짜
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