Sunghan Kim Ph.D
Sunghan Kim Ph.D.
Position
Postdoc Researcher
Hospital Affiliation
Ronald Reagan UCLA Medical Center
UCLA Neurosurgery
David Geffen School of Medicine at UCLA
Box 956901
Los Angeles, CA 90095-6901
EDUCATION
- Ph.D. Electrical Engineering Biomedical Signal Processing Laboratory,
Department of Electrical and Computer Engineering,
Portland State University, Portland, OR, USA (2005 - 2009) - M.S. Electrical Engineering Biomedical Signal Processing Laboratory,
Department of Electrical and Computer Engineering,
Portland State University, Portland, OR, USA (2003 - 2005) - B.S. Electrical Engineering Department of Electrical Engineering,
Portland State University, Portland, OR, USA (2001 - 2003) - Electrical Engineering Department of Electrical Engineering,
Korea University, Seoul, Korea (1995 - 2000)
PROJECT DESCRIPTION
Biomedical signal processing and multi-modality signal fusion with applications in neuro critical care and hydrocephalus patient monitoring.
PUBLICATIONS
Journal Papers
- S. Kim, M. Aboy, and J. McNames, "Pulse Pressure Variation Tracking Using Sequential Monte Carlo Methods," Biomedical Signal Processing and Control, Accepted February 2011.
- F. Scalzo, S. Asgari, S. Kim, M. Bergsneider, and X. Hu, "Robust peak recognition in intracranial pressure signals," Biomedical Engineering Online, vol. 9, pp 61.
- S. Kim, M. Bergsneider, and X. Hu, "A systematic study of linear dynamic modeling of intracranial pressure dynamics," Physiol Meas, vol. 32, pp. 319-336, Feb 1, 2011.
- S. Kim, X. Hu, D. McArthur, R. Hamilton, M. Bergsneider, T. Glenn, N. Martin, and P. Vespa, "Inter-Subject Correlation Exists Between Morphological Metrics of Cerebral Blood Flow Velocity and Intracranial Pressure Pulses," Neurocrit Care, Dec 7 2010.
- S. Kim, F. Scalzo, M. Bergsneider, P. Vespa, N. Martin, and X. Hu, "Noninvasive Intracranial Pressure Assessment based on Data Mining Approach using Nonlinear Mapping Function," IEEE Trans Biomed Eng, Nov 22, 2010.
- S. Kim, A. Paul, E. Wan, and J. McNames, "Multiharmonic Frequency Traking Method Using the Sigma-Point Kalman Smooother," Advances in Signal Processing, in press
- S. Kim, J. McNames, "Detecting and Tracking Tremor in Binary Spike Trains Using the Rectangular Model Based Extended Kalman Smoother", Journal of Neuroscience Methods, Accepted June 2009.
- L. Holmstrom, S. Kim, J. McNames, C. Portfors, "Stimulus design for auditory neuroethology using state-space modeling and the extended Kalman smoother", Hearing Research, Vol. 247, No. 1, Jan. 2009, pp. 1-6.
- S. Kim, J. McNames, "Automatic spike detection based on adaptive template matching for extracellular neural recordings", Journal of Neuroscience Methods, Vol. 165, No. 2, Sep. 2007, pp. 165-174.
- S. Kim, J. McNames, "Tracking tremor frequency in spike trains using the extended Kalman smoother", IEEE Transactions on Biomedical Engineering, Vol. 53, No. 8, Aug. 2006, pp. 1569-1577.
Conference Publications
- S. Kim, M. Aboy, J. McNames, "Pulse Pressure Variation Estimation Using a Sequential Monte Carlo Method", Annual International Conference of the IEEE Engineering in Medicine and Biology-Proceedings, Accepted June 2009.
- S. Kim, M. Aboy, J. McNames, "A Novel State-Space Model for Arterial Blood Pressure Signals under Mechanical Ventilation", Biosignal Interpretation Conference, Accepted May 2009.
- S. Kim, J. McNames, L. Holmstrom, "Multi-harmonic tracking using marginalized particle filters", Annual International Conference of the IEEE Engineering in Medicine and Biology-Proceedings, 20-25 Aug. 2008, pp. 29-33.
- S. Kim, A. Paul, E. Wan, J. McNames, "Multi-harmonic tracking using sigma-point Kalman filter", Annual International Conference of the IEEE Engineering in Medicine and Biology-Proceedings, 20-25 Aug. 2008, pp. 2648-2652.
- S. Kim, J. McNames, "Tracking Intermittent Tremor Frequency with a Particle Filter", IEEE 14th Workshop on Statistical Signal Processing, 26-29 Aug. 2007, pp. 171-175.
- S. Kim, J. McNames, B. Goldstein, "Intracranial Pressure Variation Associated with Changes in End-Tidal CO2", Annual International Conference of the IEEE Engineering in Medicine and Biology-Proceedings, Aug. 30-Sep. 3 2006, pp. 9-12.
Patents
- S. Kim, M. Aboy, J. McNames, Novel Method of PPV Index Tracking under Full Respiratory Support, Filed on Sep. 28, 2009