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Research Output

  • 474 Citations
  • 12 h-Index
  • 39 Article
  • 26 Conference contribution
  • 3 Chapter
  • 1 Letter
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Conference contribution
2020

A Novel Approach to Classify Natural Grasp Actions by Estimating Muscle Activity Patterns from EEG Signals

Cho, J. H., Jeong, J. R., Kim, D. J. & Lee, S. W., 2020 Feb 1, 8th International Winter Conference on Brain-Computer Interface, BCI 2020. Institute of Electrical and Electronics Engineers Inc., 9061627. (8th International Winter Conference on Brain-Computer Interface, BCI 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

A Novel Framework for Visual Motion Imagery Classification Using 3D Virtual BCI Platform

Kwon, B. H., Jeong, J. H. & Kim, D. J., 2020 Feb, 8th International Winter Conference on Brain-Computer Interface, BCI 2020. Institute of Electrical and Electronics Engineers Inc., 9061621. (8th International Winter Conference on Brain-Computer Interface, BCI 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Classification of Upper Limb Movements Using Convolutional Neural Network with 3D Inception Block

Lee, D. Y., Jeong, J. H., Shim, K. H. & Kim, D. J., 2020 Feb 1, 8th International Winter Conference on Brain-Computer Interface, BCI 2020. Institute of Electrical and Electronics Engineers Inc., 9061671. (8th International Winter Conference on Brain-Computer Interface, BCI 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Comparative Analysis of NIRS-EEG Motor Imagery Data Using Features from Spatial, Spectral and Temporal Domain

Kim, H. J., Wang, I. N., Kim, Y. T., Kim, H. & Kim, D. J., 2020 Feb 1, 8th International Winter Conference on Brain-Computer Interface, BCI 2020. Institute of Electrical and Electronics Engineers Inc., 9061636. (8th International Winter Conference on Brain-Computer Interface, BCI 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Importance of Reliable EEG Data in Motor Imagery Classification: Attention Level-based Approach

Lee, S., Kim, Y. T., Hwang, S. O., Kim, H. & Kim, D. J., 2020 Feb, 8th International Winter Conference on Brain-Computer Interface, BCI 2020. Institute of Electrical and Electronics Engineers Inc., 9061647. (8th International Winter Conference on Brain-Computer Interface, BCI 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Motor Imagery Classification of Single-Arm Tasks Using Convolutional Neural Network based on Feature Refining

Lee, B. H., Jeong, J. H., Shim, K. H. & Kim, D. J., 2020 Feb, 8th International Winter Conference on Brain-Computer Interface, BCI 2020. Institute of Electrical and Electronics Engineers Inc., 9061632. (8th International Winter Conference on Brain-Computer Interface, BCI 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2019

Classification of Hand Motions within EEG Signals for Non-Invasive BCI-Based Robot Hand Control

Cho, J. H., Jeong, J. H., Shim, K. H., Kim, D. J. & Lee, S. W., 2019 Jan 16, Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018. Institute of Electrical and Electronics Engineers Inc., p. 515-518 4 p. 8616092. (Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)

Classification of the motion artifacts in near-infrared spectroscopy based on wavelet statistical feature

Lee, S. B., Kim, H., Lee, S., Kim, H. J., Lee, S. W. & Kim, D. J., 2019 Oct, 2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019. Institute of Electrical and Electronics Engineers Inc., p. 2144-2148 5 p. 8914331. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics; vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Decoding of Multi-directional Reaching Movements for EEG-Based Robot Arm Control

Jeong, J. H., Kim, K. T., Kim, D. J. & Lee, S. W., 2019 Jan 16, Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018. Institute of Electrical and Electronics Engineers Inc., p. 511-514 4 p. 8616091. (Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Exploring the Number of Repetitions in Trials for the Performance Convergence of Classification in Motor Imagery Task with Hand-Grasping

Kim, Y. T., Lee, S. B., Kim, H., Jeong, J. H., Lee, S. W. & Kim, D-J., 2019 Feb 1, 7th International Winter Conference on Brain-Computer Interface, BCI 2019. Institute of Electrical and Electronics Engineers Inc., 8737308. (7th International Winter Conference on Brain-Computer Interface, BCI 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Reconstructing Degree of Forearm Rotation from Imagined movements for BCI-based Robot Hand Control

Yun, Y. D., Jeong, J. H., Cho, J. H., Kim, D. J. & Lee, S. W., 2019 Jul, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. Institute of Electrical and Electronics Engineers Inc., p. 3014-3017 4 p. 8857674. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recurrent convolutional neural network model based on temporal and spatial feature for motor imagery classification

Lee, S. B., Kim, H., Jeong, J. H., Wang, I. N., Lee, S. W. & Kim, D-J., 2019 Feb 1, 7th International Winter Conference on Brain-Computer Interface, BCI 2019. Institute of Electrical and Electronics Engineers Inc., 8737350. (7th International Winter Conference on Brain-Computer Interface, BCI 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Reduced burden of individual calibration process in brain-computer interface by clustering the subjects based on brain activation

Kim, Y. T., Lee, S., Kim, H., Lee, S. B., Lee, S. W. & Kim, D. J., 2019 Oct, 2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019. Institute of Electrical and Electronics Engineers Inc., p. 2139-2143 5 p. 8914176. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics; vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Trajectory Decoding of Arm Reaching Movement Imageries for Brain-Controlled Robot Arm System

Jeong, J. H., Shim, K. H., Kim, D. J. & Lee, S. W., 2019 Jul, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. Institute of Electrical and Electronics Engineers Inc., p. 5544-5547 4 p. 8856312. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

10 Citations (Scopus)
2018

Evaluation of outlier prevalence of density distribution in brain computed tomography: Comparison of kurtosis and quartile statistics

Wang, I. N., Kim, H. J., Kim, E. J., Kim, Y. T. & Kim, D. J., 2018 Mar 9, 2018 6th International Conference on Brain-Computer Interface, BCI 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-2 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Robust arterial blood pressure onset detection method from signal artifacts

Lee, S. B., Song, E. S., Kim, H. & Kim, D. J., 2018 Mar 9, 2018 6th International Conference on Brain-Computer Interface, BCI 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-3 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2017

Classification of computed tomography scanner manufacturer using support vector machine: Investigation of manufacturer-related differences in density distribution

Lee, S. B., Jeong, E. J., Son, Y. & Kim, D. J., 2017 Feb 16, 5th International Winter Conference on Brain-Computer Interface, BCI 2017. Institute of Electrical and Electronics Engineers Inc., p. 85-87 3 p. 7858167

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)
2015

Automated artefact elimination in computed tomography: A preliminary report for traumatic brain injury and stroke

Park, D. H., Kim, H., Kim, Y. T., Ke Yang, X., Lee, H. J., Jeong, E. J. & Kim, D. J., 2015 Mar 30, 3rd International Winter Conference on Brain-Computer Interface, BCI 2015. Institute of Electrical and Electronics Engineers Inc., 7073038

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Automated phase segmentation in cerebrospinal fluid infusion test

Kim, Y. T., Kim, H., Park, D. H., Ke Yang, X., Lee, H. J., Jeong, E. J. & Kim, D. J., 2015 Mar 30, 3rd International Winter Conference on Brain-Computer Interface, BCI 2015. Institute of Electrical and Electronics Engineers Inc., 7073047

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Morphological landmark detection in arterial blood pressure and intracranial pressure: Preliminary procedures for intracranial pressure waveform analysis

Jeong, E. J., Kim, H., Ke Yang, X., Lee, H. J., Park, D. H., Kim, Y. T. & Kim, D. J., 2015 Mar 30, 3rd International Winter Conference on Brain-Computer Interface, BCI 2015. Institute of Electrical and Electronics Engineers Inc., 7073049

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Neuromonitoring in acquired brain injury

Kim, D. J., 2015 Mar 30, 3rd International Winter Conference on Brain-Computer Interface, BCI 2015. Institute of Electrical and Electronics Engineers Inc., 7073034

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Noninvasive assessment of intracranial pressure using functional matrix estimation method

Lee, H. J., Kim, H., Lee, D. H., Ke Yang, X., Jeong, E. J., Park, D. H., Kim, Y. T. & Kim, D. J., 2015 Mar 30, 3rd International Winter Conference on Brain-Computer Interface, BCI 2015. Institute of Electrical and Electronics Engineers Inc., 7073052. (3rd International Winter Conference on Brain-Computer Interface, BCI 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Semi-automatic designation and segmentation of vertebra and spinal cord in spinal MR imaging: A preliminary report

Ke Yang, X., Kim, H., Yi, S., Jeong, E. J., Park, D. H., Kim, Y. T., Lee, H. J. & Kim, D. J., 2015 Mar 30, 3rd International Winter Conference on Brain-Computer Interface, BCI 2015. Institute of Electrical and Electronics Engineers Inc., 7073045

Research output: Chapter in Book/Report/Conference proceedingConference contribution

The age-related difference in computed tomography density distribution: A preliminary report

Kim, H., Ke Yang, X., Kim, Y. T., Lee, H. J., Jeong, E. J., Park, D. H. & Kim, D. J., 2015 Mar 30, 3rd International Winter Conference on Brain-Computer Interface, BCI 2015. Institute of Electrical and Electronics Engineers Inc., 7073041

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2013

Estimation on the development of cerebral edema from computed tomography: Preliminary studies for pediatric traumatic brain injury patients

Kim, H. S., Kim, Y. T. & Kim, D. J., 2013, 2013 International Winter Workshop on Brain-Computer Interface, BCI 2013. p. 69-71 3 p. 6506634. (2013 International Winter Workshop on Brain-Computer Interface, BCI 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2012

How does moderate hypocapnia affect cerebral autoregulation in response to changes in perfusion pressure in TBI patients?

Haubrich, C., Steiner, L., Kim, D. J., Kasprowicz, M., Smielewski, P., Diehl, R. R., Pickard, J. D. & Czosnyka, M., 2012 Jan 1, Intracranial Pressure and Brain Monitoring XIV. 114 ed. Springer-Verlag Wien, p. 153-156 4 p. (Acta Neurochirurgica, Supplementum; no. 114).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Citations (Scopus)