: *corresponding author; IF is based on when the corresponding article is published.
Peer-Reviewed International Journal Paper
SCI/SCIE-Indexed Journals
2026
order
Title
Journal & Impact Factor
Status
Date
Authors
86
Effect of 40 Hz Dynamic Binaural Beats: Neural Entrainment and Autonomic Signatures of Attention Modulation
Open
npg Science of Learning
Submitted
2026
84
A Robust Framework for Ear-ECG Extraction via Cycle-Wise Morphology-Guided Independent Component Selection
Open
Journal of Medical Systems
Submitted
2026
83
EEG-Based Brain-Computer Interfaces: A Thorough Literature Survey and Review of the Last Twelve Years (2012-2023)
Open
International Journal of Human–Computer Interaction
In revision
2026
82
Optimiziang Transcranial Alternating Current Stimluation Duration for Effective Neuromodualtion: Neurophysiological Evidence from Resting-State EEG
Open
Journal of Medical Systems
In revision
2026
81
Deep Convolutional Neural Network-Based Detection of GaitAbnormalities in Parkinson’s Disease Using Fewer Plantar Sensors in a SmartInsole
Open
Biosensors
Published
4 January 2026
2025
order
Title
Journal & Impact Factor
Status
Date
Authors
81
Functional Connectivity Associated with Severe Upper Limb Impariment in Resting-State Electroencephalography Among Chronic Stroke Survivors: A Machine Learning Appraoch
Open
Journal of Neuroengineering and Rehabilitation (IF: 5.2
Top 2% in Rehabiliataion)
Published
22 December 2025
80
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)
Published
27 November 2025
78
Frontiers in Neuroscience (IF: 3.2, Q2 in Neuroscience)
Published
29 October 2025
79
Layer-Wise Relevance Propagation Approach for Diagnosis of Drug-Naïve Men With Major Depressive Disorder Using Resting-State Electroencephalography
Open
Depression and AnxietyAnxiety (IF: 3.3, Top 20 % in Psychology, Clinical)
Published
23 September 2025
77
Clinical feasibility of a motor hotspot localization based on electroencephalography using convolutional neural network in patients with stroke
Open
Journal of Neuroengineering and Rehabilitation (IF: 5.2
Top 2% in Rehabiliataion)
Published
26 September 2025
76
Effect of Transcranial Auricular Vagus Nerve Stimulation on Stress Regulation: An EEG and Questionnaire Study
Open
Frontiers in Digital Health (IF: 3.8, top 20% in Health Care Sciences & Services)
Published
01 September 2025
75
Microchemical Journal (IF: 4.9, top 20% in Analytic Chemistry)
Published
14 April
2025
74
Transfer learning and data augmentation for glucose concentration prediction from colormetric biosensor images
Open
Microchimica Acta (IF: 5.4, top 20% in Analytic Chemistry)
Published
08 April
2025
73
Evaluation of a Silicone-Based Flexible Dry Electrdoe for Measuring Human Bioelectrical Biosignals
Open
Biomedical Engineering Letters (IF: 3.2, Q2 in Biomedical Engineering)
Published
05 April
2025
72
A review of hybrid EEG-based multimodal human-computer interfaces using deep learning: applications, advances, and challenges
Open
Biomedical Engineering Letters (IF: 3.2, Q2 in Biomedical Engineering)
Published
05 April
2025
2024
order
Title
Journal & Impact Factor
Date
Authors
71
EEG Dataset for the Recognition of Different Emotions Naturally Induced in Voice-User Interaction
Open
Scientific Data (IF: 5.8, top 20 % in Multidisciplinary Science)
03 October 2024
70
Effect of Dynamic Binaural Beats on Sleep Quality: A Proof-of-Concept Study with Quenstionnaire and Biosignals
Open
Sleep (IF: 5.6, top 10% in Clinical Neurology)
17 April 2024
69
Investigating neuromodulatory effect of transauricular vagus nerve stimulation on resting-state electroencephalography
Open
Biomedical Engineering Letters (IF : 4.6, Q2 in Biomedical Engineering)
24 February 2024
68
Systematic investigation of optimal electrode positions and re-referencing strategies on ear biosignals
Open
International Journal of Human–Computer Interaction (IF : 4.7, Q1 in Ergonomics)
13 February 2024
2023
order
Title
Journal & Impact Factor
Date
Authors
67
Risk of data leakage in estimating the diagnostic performance of a deep-learning-based computer-aided system for psychiatric disorders
Open
Scientific Reports (IF : 4.6, Top 20% in Multidisciplinary Sciences)
03 October 2023
66
Electroencephalography network indices as Biomarkers of upper limb impairments in chronic stroke
Open
Jove-Journal of Visualized Experiments (IF : 1.2, Q3 in Multidisciplinary Sciences)
14 July 2023
65
Toward Practical Machine-Learning-Based Diagnosis for Drug-Naïve Women with Major Depressive Disorder Using EEG Channel Reduction Approach
Open
Journal of Affective Disorders (IF : 6.6, Top 20% in Clinical Neurology, Psychiatry)
1 October 2023
64
Neuromodulatory Feasibility of a Current Limiter-Based tDCS Device: A Resting-State Electroencephalography Study
Open
Biomedical Engineering Letters (IF: 4.6, Q2 in Engineering, Biomedical)
08 February 2023
63
Investigation of Neuromodulatory Effect of Anlodal Cerebellar Transcranial Direct Current Stimulation on the Primary Motor Cortex using Functional Near-Infrared Spectroscopy
Open
The Cerebellum (IF: 3.648, Q3 in Neuroscience)
January 2023
2022
order
Title
Journal & Impact Factor
Date
Authors
62
Journal of Magnetics (IF: 0.551, Q4 in Applied Physics)
December 2022
61
A Regression-Based Machine Learning Approach for pH and Glucose Detection with Redox-Sensitive Colorimetric Paper Sensors
Open
Analystical Methods (IF: 3.532, Q1 in Spectroscopy)
1 November 2022
60
Movement-in-a-video Detection Scheme for Sign Langu age Gesture Recognition using Neural Network
Open
Applied Sciences (IF: 2.838, Q2 in Multidisciplinary Engineering)
19 October 2022
59
Impaired functional cortical networks in the theta frequency band of patients with post-traumatic stress disorder during auditory-cognitive processing
Open
Frontiers in Psychiatry (IF: 5.435, Q2 in Psychiatry)
11 August 2022
58
Enhanced Performance by Interpretable Low-Frequency Electroencephalogram Oscillations in the Machine Learning-Based Diagnosis of Post-traumatic Stress Disorder
Open
Frontiers in Neuroinformatics (IF: 4.081, Q1 in Mathematical & Computational Biology)
26 April 2022
57
Frontiers in Human Neuroscience (IF: 3.169, Q2 in Psychology)
18 April 2022
56
Expert Systems with Applications (IF 6.954, top 10% in Electrical & Electronic Engineering
15 April 2022
55
Frontiers in Neuroscience (IF: 4.667, Q2 in Neuroscience
24 March 2022
2021
order
Title
Journal & Impact Factor
Date
Authors
54
An artificial neural-network approach to identify motor hotspot for upper-limb based on electroencephalography: a proof-of-concept study
Open
Journal of Neural Engineering and Rehabilitation (IF 4.262, top 5% in Rehabilitation
20 December 2021
53
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)
Sep 13 2021
52
Inflated Prediction Accuracy of Neuropsychiatric Biomarkers Caused by Data Leakage in Feature Selection
Open
Scientific Reports (IF 3.998 Q1 in Multidisciplinary Science)
12 April 2021
51
Brain Sciences (IF: 3.332, Q2 in Neuroscience)
28 March 2021
50
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)
16 March 2021
49
Applied Sciences (IF: 2.480, Q2 in Engineering(
22 February 2021
2020
order
Title
Journal & Impact Factor
Date
Authors
48
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)
October 21, 2020
47
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
August 17 2020
46
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)
April 17, 2020
45
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)
2020
44
Electronics (IF: 1.764, Q3 in Electrical & Electronic Engineering)
March 2, 2020
2019
order
Title
Journal & Impact Factor
Date
Authors
43
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)
November 26, 2019
42
Changes in global and nodal networks in patients with unipolar depression after three-week repeated transcranial magnetic stimulation treatment
Open
Frontiers in Psychiatry (IF: 3.161, Q2 Psychiatry)
October 09, 2019
41
Frontiers in Physiology (IF: 3.202, Q2 in Physiology)
Sebtember 20, 2019
40
Frontiers in Neuroscience (IF: 3.648, Q2 in Neuroscience)
2019
2018
order
Title
Journal & Impact Factor
Date
Authors
39
Sensors (IF: 2.475, Q2 in Instruments & Instrumentation)
August 29, 2018
38
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)
July 12, 2018
37
Satiety-induced enhanced neuronal activity in the frontal operculum relates to the desire for food in the obese female brain
Open
Experimental Brain Research (IF: 1.806, Q4 in Neurosciences)
June 22, 2018
36
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)
2018
35
Plos One (IF: 2.806, Q1 in Multidisciplinary Science)
May 07, 2018
34
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)
April 11, 2018
33
Assessment of user voluntary engagement during neurorehabilitation using functional near-infrared spectroscopy: a preliminary study
Open
Journal of Neuroengineering and Rehabilitation (IF: 3.516, top 4% in Rehabilitation)
March 23, 2018
32
Scientific Data (IF: 4.836, top 10.15% in Multidisciplinary sciences)
2018
31
IEEE Transactions on Neural Systems and Rehabilitation Engineering (IF: 3.410, top 8.5% in Rehabilitation)
2018
2017
order
Title
Journal & Impact Factor
Date
Authors
30
Real-time robustness evaluation of regression based myoelectric control against arm position change and donning/doffing
Open
Plos One (IF: 2.806, Q1 in Multidisciplinary Sciences)
November 2, 2017
29
Psychophysiology (IF: 3.074, Q2 in Psychology)
November 1, 2017
28
Biomed Research International (IF: 2.476, Q2 in Biotechnology & Applied Microbiolog)
April 30, 2017
27
Biomed Research International (IF: 2.476, Q2 in Biotechnology & Applied Microbiology)
March 8, 2017
26
Clinical Feasibility of Brain-Computer Interface Based on Steady-State Visual Evoked Potential in Patients with Locked-in Syndrome: Case Studies
Open
Psychophysiology (IF: 3.074, Q2 in Psychology)
March 1, 2017
2016
order
Title
Journal & Impact Factor
Date
Authors
25
IEEE Transactions on Neural Systems and Rehabilitation Engineering (IF: 3.410, top 6% in Rehabilitation)
November 11, 2016
24
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 8, 2016
23
Machine-learning-based diagnosis of schizophrenia using combined sensor-level and source-level EEG features
Open
Schizophrenia Research (IF: 4.453, Q1 in Psychiatry)
October 01, 2016
22
Differences in Insula and Pre-/Frontal Responses during Reappraisal of Food in Lean and Obese Humans
Open
Frontiers in Human Neuroscience (IF: 3.634, Q1 in Psychology)
May 20, 2016
21
Effects of action observation therapy on hand dexterity and EEG-based cortical activation patterns in patients with post-stroke hemiparesis
Open
Topics in Stroke Rehabilitation (IF: 1.585, Q2 in Rehabilitation)
Mar 31, 2016
20
Towards More Intuitive Brain-Compute Interfacing: Classification of Binary Covert Intentions Using Functional Near-Infrared Spectroscopy
Open
Journal of Biomedical Optics (IF: 2.556,Q1 in Optics)
April 5, 2016
Before 2015
order
Title
Journal & Impact Factor
Date
Authors
19
Journal of Neural Engineering
(IF: 3.493, Q1 in Biomedical Engineering)
December 23, 2015
18
Scientific Reports (IF: 5.228, top 10% in Multidisciplinary Sciences)
October 29, 2015
17
Improving the Robustness of Myoelectric Pattern Recognition Systems by Covariate Shift Adaptation to control Upper Limb Prosthetic Devices
Open
IEEE Transactions on Neural Systems and Rehabilitation Engineering (IF: 2.583, top 6% in Rehabilitation)
October 26, 2015
16
Development of a hybrid mental spelling system combining SSVEP-based brain-computer interface and webcam-based eyetracking
Open
Biomedical Signal Processing & Control (IF: 1.521, Q3 in Biomedical Engineering)
August 01, 2015
15
Concurrent Adaptation of Human and Machine Improves Simultaneous and Proportional Myoelectric Control
Open
IEEE Transactions on Neural Systems and Rehabilitation Engineering (IF: 2.583, top 6% in Rehabilitation)
July 01, 2015
14
Channel Selection for Simultaneous and Proportional Myoelectric Prosthesis Control of Multiple Degrees-of-Freedom
Open
Journal of Neural Engineering (IF: 3.295, Q1 in Biomedical Engineering)
August 01, 2014
13
Evaluation of Various Mental Task Combinations for Near-Infrared Spectroscopy-based Brain-Computer Interfaces
Open
Journal of Biomedical Optics
(IF: 2.859, Q1 in Optics)
July 18, 2014
12
Classification of Visual Stimuli with Different Spatial Patterns for Single-Frequency, Multi-Class SSVEP BCI
Open
Electronics Letters (IF: 1.068, Q3 in Electrical & Electronic Engineering)
October 24, 2013
11
International Journal of Human-Computer Interaction (IF: 0.723, Q3 in Cyvernetics Computer Science)
September 23, 2013
10
A new dual-frequency stimulation method to increase the number of visual stimuli for multi-class SSVEP-based brain-computer interface (BCI)
Open
Brain Research (IF: 2.828, Q3 in Neurocsiences)
April 13, 2013
9
Evaluation of feature extraction methods for EEG-based brain-computer interfaces in terms of robustness to slight changes in electrode locations
Open
Medical & Biological Engineering & Computing (IF: 1.5, Q2 in Computer Science, Interdisciplinary Applications)
January 17, 2013
8
Classification of binary intentions for individuals with impaired oculomotor function : 'Eye-closed' SSVEP-based brain-computer interface (BCI)
Open
Journal of Neural Engineering (IF: 3.412, Q1 in Biomedical Engineering)
March 26, 2013
7
A novel EEG-based brain mapping to determine cortical activation patterns in normal children and children with cerebral palsy during motor imagery tasks
Open
NeuroRehabilitation (IF: 1.417, Q2 in Rehabilitation)
September 29, 2012
6
Journal of Neuroscience Methods (IF: 2.114, Q3 in Neurosciences)
April 26, 2012
5
Feasibility and test-retest reliability of an electroencephalography-based brain mapping system in children with cerebral palsy: A preliminary investigation
Open
Archives of Physical Medicine and Rehabilitation (IF: 2.358, Q1 in Rehabilitation)
March 12, 2012
4
Medical & Biological Engineering & Computing (IF: 1.878, Q2 in Biomedical Engineering)
June 24, 2011
3
Classification of selective attention to auditory stimuli: Toward vision-free brain-computer interfacing
Open
Journal of Neuroscience Methods (IF: 1.980, Q3 in Neurosciences)
April 15, 2011
2
Journal of Neuroscience Methods (IF: 2.295, Q3 in Neurosciences)
January 19, 2009
1
Physiological Measurement (IF: 1.412, Q3 in Biomedical Engineering)
September 5, 2007
Peer-Reviewed Domestic Journal Papers
order
Title
Journal & Impact Factor
Date
Authors
8
Inter-Subject Generative Data Augmentation Using Conditional Variational Autoencoder for Enhanced BCI Performance
Open
Journal of Biomedical Engineering Research
December 2025
7
The Journal of Korean Institute of Communications and Information Sciences
January 2022
6
Feasibility of Using Similar Electrocardiography Measured around the Ears to Develop a Personal Authentication System
Open
Journal of Biomedical Engineering Research
February 2020
5
Improvement of Classification Accuracy of Different Finger Movements Using Surface Electromyography Based on Long Short-Term Memory
Open
Journal of Biomedical Engineering Research
December 2019
4
Systematic Analysis of Optimal Feature Extraction Methods for Developing a Near-Infrared Spectroscopy-Based Brain-Computer Interface System
Open
Journal of KIISE
October 2018
3
Journal of Biomedical Engineering Research
February 2018
2
Journal of Biomedical Engineering Research
01 March 2012
1
Steady-state visual evoked potential (SSVEP)-based rehabilitation training system with functional electrical stimulation
Open
Journal of Biomedical Engineering Research
01 October 2010