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Research Output

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

Artifact removal from neurophysiological signals: Impact on intracranial and arterial pressure monitoring in traumatic brain injury

Lee, S. B., Kim, H., Kim, Y. T., Zeiler, F. A., Smielewski, P., Czosnyka, M. & Kim, D. J., 2020 Jun 1, In : Journal of Neurosurgery. 132, 6, p. 1952-1960 9 p.

Research output: Contribution to journalArticle

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

Changes in the gray and white matter of patients with ischemic-edematous insults after traumatic brain injury

Kim, H., Kim, Y. T., Song, E. S., Yoon, B. C., Choi, Y. H., Kim, K. & Kim, D. J., 2019 Oct, In : Journal of Neurosurgery. 131, 4, p. 1243-1253 11 p.

Research output: Contribution to journalArticle

Open Access

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)

Comparative analysis of features extracted from EEG spatial, spectral and temporal domains for binary and multiclass motor imagery classification

Lee, S. B., Kim, H. J., Kim, H., Jeong, J. H., Lee, S. W. & Kim, D-J., 2019 Oct 1, In : Information Sciences. 502, p. 190-200 11 p.

Research output: Contribution to journalArticle

4 Citations (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)

Novel index for predicting mortality during the first 24 hours after traumatic brain injury

Kim, H., Lee, H. J., Kim, Y. T., Son, Y., Smielewski, P., Czosnyka, M. & Kim, D. J., 2019 Jan 1, In : Journal of Neurosurgery. 131, 6, p. 1887-1895 9 p.

Research output: Contribution to journalArticle

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

Abilities of a densitometric analysis of computed tomography images and hemorrhagic parameters to predict outcome favorability in patients with intracerebral hemorrhage

Kim, H., Yang, X., Choi, Y. H., Yoon, B. C., Kim, K. & Kim, D-J., 2018 Aug 1, In : Clinical Neurosurgery. 83, 2, p. 226-236 11 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Automated artifact elimination of physiological signals using a deep belief network: An application for continuously measured arterial blood pressure waveforms

Son, Y., Lee, S. B., Kim, H., Song, E. S., Huh, H., Czosnyka, M. & Kim, D. J., 2018 Aug 1, In : Information Sciences. 456, p. 145-158 14 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

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

Hemodynamic Instability and Cardiovascular Events after Traumatic Brain Injury Predict Outcome after Artifact Removal with Deep Belief Network Analysis

Kim, H., Lee, S. B., Son, Y., Czosnyka, M. & Kim, D. J., 2018 Oct 1, In : Journal of Neurosurgical Anesthesiology. 30, 4, p. 347-353 7 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

Impaired cerebral compensatory reserve is associated with admission imaging characteristics of diffuse insult in traumatic brain injury

Zeiler, F. A., Kim, D. J., Cabeleira, M., Calviello, L., Smielewski, P. & Czosnyka, M., 2018 Jan 1, (Accepted/In press) In : Acta Neurochirurgica.

Research output: Contribution to journalArticle

6 Citations (Scopus)

Mathematical modelling of CSF pulsatile flow in aqueduct cerebri

Czosnyka, Z., Kim, D. J., Balédent, O., Schmidt, E. A., Smielewski, P. & Czosnyka, M., 2018 Jan 1, Acta Neurochirurgica, Supplementum. Springer-Verlag Wien, p. 233-236 4 p. (Acta Neurochirurgica, Supplementum; vol. 126).

Research output: Chapter in Book/Report/Conference proceedingChapter

2 Citations (Scopus)

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

Validation of Davson’s equation in patients suffering from idiopathic normal pressure hydrocephalus

Lalou, A. D., Levrini, V., Garnett, M., Nabbanja, E., Kim, D. J., Gergele, L., Bjornson, A., Czosnyka, Z. & Czosnyka, M., 2018 May 1, In : Acta Neurochirurgica. 160, 5, p. 1097-1103 7 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Validation of Pressure Reactivity and Pulse Amplitude Indices against the Lower Limit of Autoregulation, Part I: Experimental Intracranial Hypertension

Zeiler, F. A., Donnelly, J., Calviello, L., Lee, J. K., Smielewski, P., Brady, K., Kim, D. J. & Czosnyka, M., 2018 Dec 1, In : Journal of Neurotrauma. 35, 23, p. 2803-2811 9 p.

Research output: Contribution to journalArticle

12 Citations (Scopus)
2017

Cerebrovascular pressure reactivity monitoring using wavelet analysis in traumatic brain injury patients: A retrospective study

Liu, X., Donnelly, J., Czosnyka, M., Aries, M. J. H., Brady, K., Cardim, D., Robba, C., Cabeleira, M., Kim, D. J., Haubrich, C., Hutchinson, P. J. & Smielewski, P., 2017 Jul 1, In : PLoS Medicine. 14, 7, e1002348.

Research output: Contribution to journalArticle

19 Citations (Scopus)
1 Citation (Scopus)

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)

Monitoring of Optimal Cerebral Perfusion Pressure in Traumatic Brain Injured Patients Using a Multi-Window Weighting Algorithm

Liu, X., Maurits, N. M., Aries, M. J. H., Czosnyka, M., Ercole, A., Donnelly, J., Cardim, D., Kim, D. J., Dias, C., Cabeleira, M. & Smielewski, P., 2017 Nov 15, In : Journal of Neurotrauma. 34, 22, p. 3081-3088 8 p.

Research output: Contribution to journalArticle

13 Citations (Scopus)
2016

An Association Between ICP-Derived Data and Outcome in TBI Patients: The Role of Sample Size

Cabella, B., Donnelly, J., Cardim, D., Liu, X., Cabeleira, M., Smielewski, P., Haubrich, C., Hutchinson, P. J. A., Kim, D. J. & Czosnyka, M., 2016 Nov 7, (Accepted/In press) In : Neurocritical Care. p. 1-5 5 p.

Research output: Contribution to journalArticle

6 Citations (Scopus)

Cerebrospinal fluid dynamics at the lumbosacral level in patients with spinal stenosis: A pilot study

Chun, S. W., Lee, H. J., Nam, K. H., Sohn, C. H., Kim, K. D., Jeong, E. J., Chung, S. G., Kim, K. & Kim, D. J., 2016, (Accepted/In press) In : Journal of Orthopaedic Research.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Finite element analysis of periventricular lucency in hydrocephalus: extravasation or transependymal CSF absorption?

Kim, H., Jeong, E. J., Park, D. H., Czosnyka, Z., Yoon, B. C., Kim, K., Czosnyka, M. & Kim, D. J., 2016 Feb 1, In : Journal of Neurosurgery. 124, 2, p. 334-341 8 p.

Research output: Contribution to journalArticle

8 Citations (Scopus)

Finite element model for hydrocephalus and idiopathic intracranial hypertension

Kim, D. J., Kim, H., Park, D. H., Lee, H. J., Czosnyka, Z., Sutcliffe, M. P. F. & Czosnyka, M., 2016, In : Acta neurochirurgica. Supplement. 122, p. 157-159 3 p.

Research output: Contribution to journalArticle

Morphological feature extraction from a continuous intracranial pressure pulse via a peak clustering algorithm

Lee, H. J., Jeong, E. J., Kim, H., Czosnyka, M. & Kim, D. J., 2016 Oct 1, In : IEEE Transactions on Biomedical Engineering. 63, 10, p. 2169-2176 8 p., 7365433.

Research output: Contribution to journalArticle

7 Citations (Scopus)

Response

Kim, H., Jeong, E. J. & Kim, D. J., 2016 Mar 1, In : Journal of Neurosurgery. 124, 3, p. 880-881 2 p.

Research output: Contribution to journalLetter

Spectral analysis of intracranial pressure: Is it helpful in the assessment of shunt functioning in-vivo?

Kim, D. J., Kim, H., Jeong, E. J., Lee, H. J., Czosnyka, M., Son, Y., Kim, B. J. & Czosnyka, Z., 2016 Mar 1, In : Clinical Neurology and Neurosurgery. 142, p. 112-119 8 p.

Research output: Contribution to journalArticle

1 Citation (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

Cerebral critical closing pressure in hydrocephalus patients undertaking infusion tests

Varsos, G. V., Czosnyka, M., Smielewski, P., Garnett, M. R., Liu, X., Kim, D. J., Donnelly, J., Adams, H., Pickard, J. D. & Czosnyka, Z., 2015 Aug 1, In : Neurological Research. 37, 8, p. 674-682 9 p.

Research output: Contribution to journalArticle

8 Citations (Scopus)

Cerebral vasospasm affects arterial critical closing pressure

Varsos, G. V., Budohoski, K. P., Czosnyka, M., Kolias, A. G., Nasr, N., Donnelly, J., Liu, X., Kim, D. J., Hutchinson, P. J., Kirkpatrick, P. J., Varsos, V. G. & Smielewski, P., 2015 Jan 1, In : Journal of Cerebral Blood Flow and Metabolism. 35, 2, p. 285-291 7 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Finite element analysis for normal pressure hydrocephalus: The effects of the integration of sulci

Kim, H., Park, D. H., Yi, S., Jeong, E. J., Yoon, B. C., Czosnyka, M., Sutcliffe, M. P. F. & Kim, D. J., 2015 Aug 1, In : Medical Image Analysis. 24, 1, p. 235-244 10 p.

Research output: Contribution to journalArticle

6 Citations (Scopus)

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

Phase-shift between arterial flow and ICP pulse during infusion test

Kim, D. J., Czosnyka, M., Kim, H., Balédent, O., Smielewski, P., Garnett, M. R. & Czosnyka, Z., 2015, In : Acta Neurochirurgica. 157, 4, p. 633-638 6 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Porohyperelastic anatomical models for hydrocephalus and idiopathic intracranial hypertension

Kim, H., Min, B-K., Park, D. H., Hawi, S., Kim, B. J., Czosnyka, Z., Czosnyka, M., Sutcliffe, M. P. F. & Kim, D. J., 2015 Jun 1, In : Journal of Neurosurgery. 122, 6, p. 1330-1340 11 p.

Research output: Contribution to journalArticle

10 Citations (Scopus)

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