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Journal Papers
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S. Kim, M. Aboy, and J. McNames, "Pulse Pressure Variation Tracking Using Sequential Monte Carlo Methods," Biomedical Signal Processing and Control, Accepted February 2011.
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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.
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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.
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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.
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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.
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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
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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.
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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.
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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.
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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
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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.
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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.
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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.
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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.
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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.
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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
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S. Kim, M. Aboy, J. McNames, Novel Method of PPV Index Tracking under Full Respiratory Support, Filed on Sep. 28, 2009
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