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Peer-Reviewed International Journal Papers (SCI/SCIE-Indexed Journals)


*: corresponding author; IF is based on when the corresponding article is published.

57. Chang-Hee Han, Ga-Young Choi, Han-Jeong Hwang*, "Deep Convolutional Neural Network Based Eye State Identification Using Ear-EEG", Expert Systems with Applications, submitted.
56. Miseon Shim, Ga-Young Choi, Nam-Jong Paik, Chaiyoung Lim, Han-Jeong Hwang*, "Altered functional networks of alpha and low-beta bands during upper limb movement and association with motor impairment in chronic stroke", Brain Connectivity, submitted.
55. Miseon shim, Chang-Hwan Im, Seung-Hwan Lee, Han-Jeong Hwang*, "Importance of low-frequency EEG oscillations in the machine learning-based diagnosis of post-traumatic stress disorder", Expert systems with applications, in revision.
54. Ga-Young Choi, Chang-Hee Han, Hyung-Tak Lee, Nam-Jong Paik, Won-Seok Kim*, Han-Jeong Hwang*, "An Artificial Neural-Network Approach for Motor Hotspot Identification Based on Electroencephalography: A Proof-of-Concept Study", Journal of neural engineering and rehabilitation, in revision.
53. Angela C. Caliwag, Han-Jeong Hwang, Wansu Lim, "Movement-in-a-video Detection Scheme for Sign Language Gesture Recognition using Neural Network", Expert Systems with Applications, submitted.
52. Miseon Shim, Seung-Hwan Lee Han-Jeong Hwang*, "Inflated Prediction Accuracy of Neuropsychiatric Biomarkers Caused by Data Leakage in Feature Selection", Scientific Reports, April 12, 2021. (IF 3.998 Q1 in Multidisciplinary Science)[article]
51. Miseon Shim, Han-Jeong Hwang*, Ulrike Kuhl, Hyeon-Ae Jeon* "Resting-state functional connectivity in mathematical expertise", Brain Sciences, March 28, 2021.(*co-first author)(IF: 3.332, Q2 in Neuroscience) [article]
50. Ki Moo Lim, Da Un Jeong, Getu Tadele Taye, Han-Jeong Hwang*, "Optimal Length of the Heart Rate Variability data and Forecasting Time for Ventricular Fibrillation Prediction using Machine Learning", Computational and Mathematical Methods in Medicine, March 16, 2021. (IF: 1.770, Q2 in General Biochemistry,Genetics and Molecular Biology.) [article]
49. Jong-Gyu Shin, Ga-Young Choi, Han-Jeong Hwang, Sang-Ho Kim*, "Evaluation of Emotional Satisfaction using Questionnaire in Voice-based Human-AI Interaction", Applied Sciences, February 22, 2021. (IF: 2.480, Q2 in Engineering.) [article]
48. Won-Seok Kim, Sung-Min Cho, Jeong-Hun Ku, Yu-Hee kim, Kiwon Lee, Han-Jeong Hwang, Nam-Jong Paik, "Clinical Application of Virtual Reality for Upper Limb Motor Rehabilitation inStroke: Review of Technologies and Clinical Evidence", Journal of Clinical Medicine, October 21, 2020. (IF: 6.780, Q1 in Medicine, General & Internal.) [article]
47. Chang-Hee Han, Klaus-Robert Müller, Han-Jeong Hwang, "Enhanced Performance of a Brain Switch by Simultaneous Use of EEG and NIRS Data for Asynchronous Brain-Computer Interface",IEEE Transactions on Neural Systems and Rehabilitation Engineering, August 17 2020. (IF: 3.340, top 10% in Rehabilitation) [article]
46. Young-Jin Jung, Yoon-Sung Lee, Ga-Young Choi, Han-Jeong Hwang*, "Development of a transcranial direct current stimulation device based on current limiter for simultaneous measurement of electroencephalography: a feasibility study",Technology and Health Care, April 17, 2020. (IF: 0.787, Q4 in Health Care Sciences & Services) [article]
45. Getu Taye, Han-Jeong Hwang*, Ki Moo Lim*, "Application of a convolutional neural network for predicting the occurrence of ventricular tachyarrhythmia using heart rate variability features", Scientific Reports, April 21, 2020. (IF: 4.011, Q1 in Multidisciplinary Sciences) [article]
44. Chang-Hee Han, Klaus-Robert Müller*, Han-Jeong Hwang*, "Brain-Switches for Asynchronous Brain-Computer Interfaces: A Systematic Review", Electronics, March 2, 2020.(IF: 1.764, Q3 in Electrical & Electronic Engineering) [article]
43. Ga-Young Choi, Chang-Hee Han, Young-Jin Jung, Han-Jeong Hwang*, "A multi-day and multi-band dataset for steady-state visual evoked potential-based brain-computer interface", Gigascience, November 26, 2019. (IF: 7.267, top 10% in Multidisciplinary Science) [article]
42. Kuk-In Jang, Miseon Shim, Sang Min Lee, Han-Jeong Hwang, Jeong-Ho Chae "Changes in global and nodal networks in patients with unipolar depression after three-week repeated transcranial magnetic stimulation treatment", Frontiers in Psychiatry, October 09, 2019. (IF: 3.161, Q2 Psychiatry) [article]
41. Getu Tadele Taye, Han-Jeong Hwang*, Ki Moo Lim, "Machine Learning Approach to Predict Ventricular Fibrillation Based on QRS Complex Shape",Frontiers in Physiology, Sebtember 20, 2019. (IF: 3.202, Q2 in Physiology) [article]
40. Soo-In Choi and Han-Jeong Hwang*, "Effects of Different Re-referencing Methods on Spontaneously Generated Ear-EEG",Frontiers in Neuroscience, August 07, 2019. (IF: 3.648, Q2 in Neuroscience)[article]
39. Soo-In Choi, Chang-Hee Han, Ga-Young Choi, Jaeyoung Shin, Kwang Soup Song, Chang-Hwan Im, Han-Jeong Hwang*, "On the Feasibility of Using Ear-EEG to Develop an Endogenous Brain-Computer Interface",Sensors, August 29, 2018.(IF: 2.475, Q2 in Instruments & Instrumentation)[article]
38. Fatemeh Alimardani, Jae-Hyun Cho, Reza Boostani, Han-Jeong Hwang*, "Classification of bipolar disorder and schizophrenia using steady-state visual evoked potential based features", IEEE Access, July 12, 2018. (IF: 3.244, Q1 in Computer Science & Information Systems)[article]
37. Saurabh Kumar, Felicitas Grundeis, Cristin Brand, Han-Jeong Hwang, Jan Mehnert, Burkhard Pleger "Satiety-induced enhanced neuronal activity in the frontal operculum relates to the desire for food in the obese female brain”, Experimental Brain Research, June 22, 2018.(IF: 1.806, Q4 in Neurosciences)[article]
36. Jaeyoung Shin, Do-Won Kim, Klaus-Robert Müller*, Han-Jeong Hwang*, "Improvement of information transfer rates using a hybrid EEG-NIRS brain-computer interface with a short task duration: offline and pseudo-online analyses”, Sensors, 18(6), 1827, 2018. (IF: 2.677, Q1 in Instruments & Instrumentation)[article]
35. Jaeyoung Shin, Klaus-Robert Muller, and Han-Jeong Hwang*, "Eyes-closed hybrid brain-computer interface employing frontal brain activation", Plos One, 13 (5): e0196359, May 07, 2018. (IF: 2.806, Q1 in Multidisciplinary Science)[article]
34. Ana Rahma Yuniarti, Febrian Setianto, Aroli Marcellinus, Han-Jeong Hwang, Seong Wook Choi, Natalia Trayanova, and Ki Moo Lim, "Effect of KCNQ1 G229D mutation on cardiac pumping efficacy and reentrant dynamics in ventricles: computational study, international Journal for Numerical Methods in Biomedical Engineering, April 11, 2018 . (IF: 2.191, Q1 in Mathematical & Computational Biology) [article]
33. Chang-Hee Han, Han-Jeong Hwang, Jeong-Hwan Lim, and Chang-Hwan Im, "Assessment of user voluntary engagement during neurorehabilitation using functional near-infrared spectroscopy: a preliminary study", Journal of Neuroengineering and Rehabilitation, vol. 15, Art. No. 27, March 23, 2018. (IF: 3.516, top 4% in Rehabilitation) [article]
32. Jaeyoung Shin, von Luhmann Alexander, Do-Won Kim, Mehnert Jan, Han-Jeong Hwang*, and Klaus-Robert Muller, "Simultaneous acquisition of EEG and NIRS during cognitive tasks for an open access dataset", Scientific Data, Article Number: 18003, 2018.(*co-corresponding author) (IF: 4.836, top 10.15% in Multidisciplinary sciences) [article]
31. Dong-Ok Won, Han-Jeong Hwang, Dong-Min Kim, Klaus-Robert Muller, and Seong-Whan Lee, "Motion-based Rapid Serial Visual Presentation for Gaze-Independent Brain-Computer Interfaces", IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 26(2), pp. 334-343, 2018. (IF: 3.410, top 8.5% in Rehabilitation)[article]
30.Han-Jeong Hwang, Janne Mathias Hahne, and Klaus-Robert Muller, "Real-time robustness evaluation of regression based myoelectric control against arm position change and donning/doffing", Plos One, vol. 12, no. 11, Article number: e0186318, November 2, 2017. (IF: 2.806, Q1 in Multidisciplinary Sciences)[article]
29. Jeong-Hwan Lim, Yong-Wook Kim, Jun-Hak Lee, Kwang-Ok An, Han-Jeong Hwang , Ho-seung Cha, Chang-Hee Han and Chang-Hwan Im*",An emergency call system for patients in locked-in state using an SSVEP-based brain switch", Psychophysiology, vol. 54, no. 11, pp. 1632-1643, November 1, 2017 (IF: 3.074, Q2 in Psychology)[article]
28. Han-Jeong Hwang, Do-Won Kim, Janne M. Hahne, and Jongsang Son, "Editorial: Neural Engineering for Rehabilitation", Biomed Research International, vol. 2017, Article ID: 9638098, April 30, 2017. (IF: 2.476, Q2 in Biotechnology & Applied Microbiology) [article]
27. Jaeyoung Shin, Klaus-Robert Muller, Christoph Schmitz, Do-won Kim and Han-Jeong Hwang*, "Evaluation of a Compact Hybrid Brain-Computer Interface System", Biomed Research International, vol. 2017, Article ID: 6820482, March 8, 2017. (*corresponding author) (IF: 2.476, Q2 in Biotechnology & Applied Microbiology) [article]
26. Han-Jeong Hwang, Jeong-Hwan Lim, Chang-Hee Han, Yong-Wook Kim, Soo-In Choi, Jun-Hak Lee, Ho-Seung Cha, Seung Hyun Kim, and Chang-Hwan Im "Clinical Feasibility of Brain-Computer Interface Based on Steady-State Visual Evoked Potential in Patients with Locked-in Syndrome: Case Studies", Psychophysiology , vol. 54, no. 3, pp. 327-389, March 1, 2017. (IF: 3.074, Q2 in Psychology) [article]
25. Jaeyoung Shin, Alexander von Luhmann, Benjamin Blankertz, Do-Won Kim, Han-Jeong Hwang* and Klaus-Robert Muller*, "Open Access Dataset for EEG+NIRS Single-Trial Classification", IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 25, no. 10, pp. 1735-1745, November 11, 2016. (*co-corresponding author) (IF: 3.410, top 6% in Rehabilitation) [article]
24. Jaeyoung Shin, Klaus-Robert Muller, and Han-Jeong Hwang*, "Near-infrared spectroscopy (NIRS)-based eyes-closed brain-computer interface (BCI) using prefrontal cortex activation due to mental arithmetic", Scientific Report, vol. 6, article number: 36203, November 8, 2016.(*corresponding author) (IF: 5.228, top 10% in Multidisciplinary Sciences) [article]
23. Miseon Shim, Han-Jeong Hwang, Do-Won Kim, Seung-Hwan Lee, Chang-Hwan Im, "Machine-learning-based diagnosis of schizophrenia using combined sensor-level and source-level EEG features", Schizophrenia Research, vol.176, no. 2-3, pp. 314-319, October 01, 2016.(IF: 4.453, Q1 in Psychiatry)[article]
22. Saurabh Kumar, Felicitas Grundeis, Cristin Brand, Han-Jeong Hwang, Jan Mehnert, Burkhard Pleger, "Differences in Insula and Pre-/Frontal Responses during Reappraisal of Food in Lean and Obese Humans", Frontiers in Human Neuroscience, vol. 10, pp. 233, May 20, 2016.(IF: 3.634, Q1 in Psychology)[article]
21. Eun-Ju Kuk, Jong-Man Kim, Duck-Won Oh and Han-Jeong Hwang, "Effects of action observation therapy on hand dexterity and EEG-based cortical activation patterns in patients with post-stroke hemiparesis", Topics in Stroke Rehabilitation, vol. 23, no. 5, pp. 318-325, Mar 31, 2016.(IF: 1.585, Q2 in Rehabilitation) [article]
20. Han-Jeong Hwang, Han Choi, Jeong-Young Kim, Do-Won Kim, Sungho Jo, Kiwoong Kim, and Chang-Hwan Im, "Towards More Intuitive Brain-Compute Interfacing: Classification of Binary Covert Intentions Using Functional Near-Infrared Spectroscopy", Journal of Biomedical Optics, vol. 21, no. 9, Article Number: 091303, April 5, 2016.(IF: 2.556,Q1 in Optics) [article]
19. Dong-Ok Won, Han-Jeong Hwang, Sven Dähne, Klaus-Robert Müller and Seong-Whan Lee, "Effect of Higher Frequency on the Classification of Steady-State Visual Evoked Potentials", Journal of Neural Engineering, vol. 13, no.1, article number: 016014, December 23, 2015.(IF: 3.493, Q1 in Biomedical Engineering) [article]
18. Han-Jeong Hwang, Valeria YanKous Ferreria, Daniel Ulrich, Tayfun Kilic, Xenofon Chatziliadis, Benjamin Blankertz and Matthias Treder, "A Gaze Independent Brain-Computer Interface Based on Visual Stimulation through Closed Eyelids", vol. 5, Article Number: 15890, Scientific Reports, October 29, 2015.(IF: 5.228, top 10% in Multidisciplinary Sciences)[article]
17.Marina M.-C. Vidovic, Han-Jeong Hwang, Sebastian Amsüss, Janne M. Hahne, Dario Farina, and Klaus-Robert Müller, "Improving the Robustness of Myoelectric Pattern Recognition Systems by Covariate Shift Adaptation to control Upper Limb Prosthetic Devices", IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 24, no. 9, pp. 961 - 970, October 26, 2015. (IF: 2.583, top 6% in Rehabilitation)[article]
16. Jeong-Hwan Lim, Jun-Hak Lee, Han-Jeong Hwang, Dong Hwan Kim, and Chang-Hwan Im, "Development of a hybrid mental spelling system combining SSVEP-based brain-computer interface and webcam-based eyetracking", Biomedical Signal Processing & Control, vol. 21, pp. 99-104, August 01, 2015.(IF: 1.521, Q3 in Biomedical Engineering)[article]
15. Janne Hahne, Sven Dähne, Han-Jeong Hwang, Klaus-Robert Müller and Lucas C. Parra, "Concurrent Adaptation of Human and Machine Improves Simultaneous and Proportional Myoelectric Control", IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol.23, no. 4, pp. 618-627, July 01, 2015.(IF: 2.583, top 6% in Rehabilitation)[article]
14. Han-Jeong Hwang, Janne Mathias Hahne and Klaus-Robert Müller, "Channel Selection for Simultaneous and Proportional Myoelectric Prosthesis Control of Multiple Degrees-of-Freedom", Journal of Neural Engineering, vol. 11, no. 5, pp. 056008, August 01, 2014.(IF: 3.295, Q1 in Biomedical Engineering) [article]
13. Han-Jeong Hwang, Jeong-Hwan Lim, Do-Won Kim, and Chang-Hwan Im, "Evaluation of Various Mental Task Combinations for Near-Infrared Spectroscopy-based Brain-Computer Interfaces, " Journal of Biomedical Optics, vol. 19, no. 7, pp. 077005, July 18, 2014.(IF: 2.859, Q1 in Optics)[article]
12. Chang-Hee Han, Han-Jeong Hwang and Chang-Hwan Im, "'Classification of Visual Stimuli with Different Spatial Patterns for Single-Frequency, Multi-Class SSVEP BCI", Electronics Letters, vol. 49, no. 22, pp. 1374-1376, October 24, 2013.(IF: 1.068, Q3 in Electrical & Electronic Engineering) [article]
11. Han-Jeong Hwang, Soyoun Kim, Soobeom Choi and Chang-Hwan Im, "EEG-based brain-computer interfaces (BCIs): A Thorough Literature Survey", International Journal of Human-Computer Interaction, vol. 29, no. 12, pp. 814-826, September 23, 2013.(IF: 0.723, Q3 in Cyvernetics Computer Science, citation: 74) [article]
10. Han-Jeong Hwang, Dong Hwan Kim, Chang-Hee Han, and Chang-Hwan Im, "A new dual-frequency stimulation method to increase the number of visual stimuli for multi-class SSVEP-based brain-computer interface (BCI)", Brain Research, vol. 1515, pp. 66-77, April 13, 2013.(IF: 2.828, Q3 in Neurocsiences, citation: 37) [article]
9. Sun-Ae Park*, Han-Jeong Hwang*, Jeong-Hwan Lim, Jong-Ho Choi, Hyun-Kyo Jung, and Chang-Hwan Im, "Evaluation of feature extraction methods for EEG-based brain-computer interfaces in terms of robustness to slight changes in electrode locations", Medical & Biological Engineering & Computing, vol. 51, no. 5, pp. 571-579, January 17, 2013. (*co-first author)(IF: 1.5, Q2 in Computer Science, Interdisciplinary Applications)[article]
8. Jeong-Hwan Lim*, Han-Jeong Hwang*, Chang-Hee Han, Ki-young Jung, and Chang-Hwan Im, "Classification of binary intentions for individuals with impaired oculomotor function : 'Eye-closed' SSVEP-based brain-computer interface (BCI)", Journal of Neural Engineering, vol. 10, no. 2, pp. 026021, March 26, 2013. (*co-first author) (IF: 3.412, Q1 in Biomedical Engineering, citation: 41) [article]
7. Yoon Kyum Shin, Dong Ryul Lee, Han-Jeong Hwang, Sung (Joshua) Hyun You, and Chang-Hwan Im, "A novel EEG-based brain mapping to determine cortical activation patterns in normal children and children with cerebral palsy during motor imagery tasks", NeuroRehabilitation, vol. 31, no. 4, pp. 349-355, September 29, 2012.(IF: 1.417, Q2 in Rehabilitation)[article]
6. Han-Jeong Hwang, Jeong-Hwan Lim, Young-Jin Jung, Han Choi, Sang Woo Lee, and Chang-Hwan Im, "Development of an SSVEP-based BCI spelling system adopting a QWERTY-style LED keyboard", Journal of Neuroscience Methods, vol. 208, no.1, pp. 59-65, April 26, 2012.(IF: 2.114, Q3 in Neurosciences, citation: 150) [article]
5. Nam G. Lee, Sung K. Kang, Dong R. Lee, Han-Jeong Hwang, Ji H. Jung, Joshua H. You, Chang Hwan Im, Dong A. Kim, Jung A. Lee, and Ki S. Kim, "Feasibility and test-retest reliability of an electroencephalography-based brain mapping system in children with cerebral palsy: A preliminary investigation", Archives of Physical Medicine and Rehabilitation, vol. 93, no. 5, pp. 882-888, March 12, 2012.(IF: 2.358, Q1 in Rehabilitation)[article]
4. Han-Jeong Hwang, Kyung-Hwan Kim, Young-Jin Jung, Do-Won Kim, Yong-Ho Lee, and Chang-Hwan Im, "An EEG-based real-time cortical functional connectivity imaging system", Medical & Biological Engineering & Computing, vol. 49, no. 9, pp. 985-995, June 24, 2011.(IF: 1.878, Q2 in Biomedical Engineering)[article]
3. Do-Won Kim, Han-Jeong Hwang, Jeong-Hwan Lim, Yong-Ho Lee, Ki-Young Jung, and Chang-Hwan Im, "Classification of selective attention to auditory stimuli: Toward vision-free brain-computer interfacing", Journal of Neuroscience Methods, vol. 197, no. 1, pp. 180-185, April 15, 2011.(IF: 1.980, Q3 in Neurosciences, citation: 80)[article]
2. Han-Jeong Hwang, Kiwoon Kwon, and Chang-Hwan Im, "Neurofeedback-based motor imagery training for brain-computer interface (BCI)", Journal of Neuroscience Methods, vol. 179, no. 1, pp. 150-156, January 19, 2009.(IF: 2.295, Q3 in Neurosciences, citation: 155)[article]
1. Chang-Hwan Im, Han-Jeong Hwang, Huije Che, and Seunghwan Lee, "An EEG-based real-time cortical rhythmic activity monitoring system", Physiological Measurement, vol. 28, no. 9, pp. 1101-1113, September 5, 2007.(IF: 1.412, Q3 in Biomedical Engineering) [article]
Peer-Reviewed Domestic Journal Papers
6. Ga-Young Choi, Jong-Yoon Park, Da-Yeong Kim, Yeonu Kim, Ji-Heon Lim, Han-Jeong Hwang*, "Feasibility of Using Similar Electrocardiography Measured around the Ears to Develop a Personal Authentication System", Journal of Biomedical Engineering Research , Vol. 41, No. 1, pp. 42-47, February, 2020. [article]
5. Jaeyoung Shin, Seong-Uk Kim, Yun-Sung Lee, Hyung-Tak Lee, Han-Jeong Hwang*, "Improvement of Classification Accuracy of Different Finger Movements Using Surface Electromyography Based on Long Short-Term Memory", Journal of Biomedical Engineering Research , Vol. 40, No. 6, pp. 242-249, December, 2019. [article]
4. Jaeyoung Shin, Han-Jeong Hwang*, "Systematic Analysis of Optimal Feature Extraction Methods for Developing a Near-Infrared Spectroscopy-Based Brain-Computer Interface System", Journal of KIISE , Vol. 45, No. 10, pp. 1080-1088, October, 2018. [article]
3. Ga-Young Choi, Eun-Ji Kim, Ye-Na Kang, Su-Bin Park, Su-Jin Park, Soo-In Choi, Han-Jeong Hwang*, "Deveolpment of a Biometric Authentication system Based on Electroencephalography", Journal of Biomedical Engineering Research, vol. 39, pp. 43-47, February, 2018.[article]
2. Han-Jeong Hwang, Jeong-Hwan Lim, and Chang-Hwan Im, "Classification of mental states based on spatiospectral patterns of brain electrical activity", Journal of Biomedical Engineering Research, vol. 33, pp. 15-24, March 01, 2012.[article]
1. R. H. Sohn, J. Son, H. J. Hwang, C. H. Im, and Y. H. Kim, "Steady-state visual evoked potential (SSVEP)-based rehabilitation training system with functional electrical stimulation", Journal of Biomedical Engineering Research, vol. 31, pp. 359-364, October 01, 2010.[article]

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