Faculty (BIRC) / Xiao Hu, PhD
Xiao Hu, PhD
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Position
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Assistant Professor in Residence
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Gender
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Male
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Hospital Affiliation
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Ronald Reagan UCLA Medical Center Department of Neurosurgery David Geffen School of Medicine at UCLA 10833 Le Conte Avenue Room 18-228 Semel Institute Box 957039 Los Angeles , CA 90095 -7039
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Contact
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310-498-6136
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EDUCATION
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- B.S. Biomedical Engineering, University of Electronic Science and Technology of China, Chengdu, China (1992-1996)
- M.S. Biomedical Engineering, University of Electronic Science and Technology of China, Chengdu, China (1996-1999)
- Ph.D. Biomedical Engineering Interdepartmental Graduate Program, University of California, Los Angeles, California (1999-2004)
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RESEARCH AREA
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Dr Hu’s research interests include clinical informatics and dynamics for improving diagnosis, treatment, monitoring and management of brain injury and stroke patients.He is Principal Investigator of two Ro1's for modeling dynamics of cerebral blood flow and intracranial pressure and the analysis of biomedical signals including intracranial pressure, cerebral blood flow velocity, arterial blood pressure, and heart rate variability. He is also active in research and development in medical informatics that involve large- scale clinical database, predictive data mining, and clinical decision support.
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GRANTS
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- “Intracranial Pressure Latency as a Biomarker of Cerebral Vasculature Status”, Exploratory Research Grant (R21), Role: Principal Investigator, 1/2008-1/2010.
- “Data Mining Based Noninvasive Intracranial Pressure Assessment”, National Institute of Health, Exploratory Research Grant (R21), Role: Principal Investigator, 2/15/2007-2/14/2009.
- "A Data Fusion Method for Bedside Monitoring of Lumped Cerebral Arterial Radii", National Institutes of Health, Exploratory Research Grant (R21), Role: Principal Investigator, 1/15/2007-1/14/2009.
- "In Vivo CSF Shunt Hydrodynamics in Hydrocephalus", National Institutes of Health, Research Grant (R01), PI: Bergsneider, Marvin, Role: Key investigator, 2/4/2007-2/3/2011.
- "Discover Association between Intracranial Pressure Pulse Morphology and Abnormalities in CT Brain Images of Head Injury Patients", UCLA Core Faculty Research Grant Role: Principal Investigator, 7/1/2008-7/1/2009.
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LINKS
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AWARDS/INVENTIONS
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- 2008-2009 UCLA Clinical and Translational Science Institute Scholar.
- Honorary thesis, University of Electronic Science and Technology of China/ Chengdu, China, 06/1999
- Graduation with Honor Granted from the Ministry of Electronics Industry of China, University of Electronic Science and Technology of China, Chengdu, China, 06/1996
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PUBLICATIONS (recent articles)
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- Hu X, Nenov V, Glenn TC, Steiner LA, Czosnyka M, Bergsneider M, and Martin N. Nonlinear analysis of cerebral hemodynamic and intracranial pressure signals for characterization of autoregulation. IEEE Transactions on Biomedical Engineering 2006; 53: 195-209.
- Hu X, Alwan AA, Rubinstein EH, and Bergsneider M. Reduction of compartment compliance increases venous flow pulsatility and lowers apparent vascular compliance: Implications for cerebral blood flow hemodynamics. Medical Engineering & Physics 2006; 28: 304-314.
- Hu X, Nenov V, Bergsneider M, Glenn TC, Paul V, and Martin N Estimation of Hidden State Variables of the Intracranial System Using Constrained Nonlinear Kalman Filters. IEEE Transactions on Biomedical Engineering 2007; 54(4): 597-610.
- Hu X, Nenov V, Paul V, and Bergsneider M. Characterization of Interdependency between Intracranial Pressure and Heart Variability Signals: a Causal Spectral Measure and a Generalized Synchronization Measure. IEEE Transactions on Biomedical Engineering 2007; 54(8):1407-17.
- Vespa PM, Miller C, Hu X, Nenov V, Buxey F, Martin NA. Intensive care unit robotic telepresence facilitates rapid physician response to unstable patients and decreased cost in neurointensive care. Surg Neurol. 2007 Apr;67(4):331-7.
- Hu X, Miller C, Vespa P and Bergsneider M Adaptive computation of approximate entropy and its application in integrative analysis of irregularity of heart rate variability and intracranial pressure signals. Medical engineering & physics(2008) 30 631-9.
- Hu X, Xu P, Lee D J, Vespa P, Baldwin K and Bergsneider M. An algorithm for extracting intracranial pressure latency relative to electrocardiogram R wave. Physiological measurement (2008) 29 459-71.
- Xu P, Bergsneider M, Hu X Pulse Onset Detection using Neighbor Pulse-Based Signal Enhancement. Medical engineering & physics (2008) in Press.
- Bergsneider M, Miller C, Vespa P M and Hu X 2008 Surgical management of adult hydrocephalus Neurosurgery 62 Suppl 2 SHC643-SHC59; discussion SHC59-SHC60
- Hu X, Subudhi AW, Xu P, Asgari S, Roach RC, Bergsneider M. Inferring cerebrovascular changes from latencies of systemic and intracranial pulses: a model-based latency subtraction algorithm. J Cereb Blood Flow Metab 29:688-697
- Hu X, Xu P, Scalzo F, Vespa P, Bergsneider M. Morphological clustering and analysis of continuous intracranial pressure. IEEE Trans Biomed Eng 56:696-705
- Scalzo F, Xu P, Asgari S, Bergsneider M, Hu X. Regression Analysis for Peak Designation in Intracranial Pressure Signals. Medical & Biological Engineering Computing (Accepted)
Read my PubMed publications
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