Xiao Hu, Ph.D.

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Work Titles
CTSI Member, CTSI
UCLA Associate Professor In-Residence, Neurosurgery
Education:
Degrees:
Ph.D.

Contact Information:

Email Address:

xhu@mednet.ucla.edu

Work Email Address:

xhu@mednet.ucla.edu


Website:

Web Profile

Work Phone Number:

(310) 498-6136

Mailing Address:

Main Office
10833 Le Conte Ave
Room 18-228
Los Angeles, CA 90095


Publications:

A selected list of publications:

Tsiokos Christos, Hu Xiao, Pouratian Nader   200-300Hz movement modulated oscillations in the internal globus pallidus of patients with Parkinson's Disease Neurobiology of disease, 2013; 54(5): 464-74.
Gonzalez Nestor R, Hamilton Robert, Bilgin-Freiert Arzu, Dusick Josh, Vespa Paul, Hu Xiao, Asgari Shadnaz   Cerebral hemodynamic and metabolic effects of remote ischemic preconditioning in patients with subarachnoid hemorrhage Acta neurochirurgica. Supplement, 2013; 115(1): 193-8.
Xu Peng, Hu Xiao, Yao Dezhong   Improved wavelet entropy calculation with window functions and its preliminary application to study intracranial pressure Computers in biology and medicine, 2013; 43(5): 425-33.
Scalzo Fabien, Alger Jeffry R, Hu Xiao, Saver Jeffrey L, Dani Krishna A, Muir Keith W, Demchuk Andrew M, Coutts Shelagh B, Luby Marie, Warach Steven, Liebeskind David S, Liebeskind David S   Multi-center prediction of hemorrhagic transformation in acute ischemic stroke using permeability imaging features Magnetic resonance imaging, 2013; 34(8): .
Kim Sunghan, Hamilton Robert, Pineles Stacy, Bergsneider Marvin, Hu Xiao   Noninvasive intracranial hypertension detection utilizing semisupervised learning IEEE transactions on bio-medical engineering, 2013; 60(4): 1126-33.
Scalzo Fabien, Liebeskind David, Hu Xiao   Reducing false intracranial pressure alarms using morphological waveform features IEEE transactions on bio-medical engineering, 2013; 60(1): 235-9.
Scalzo Fabien, Hu Xiao   Semi-supervised detection of intracranial pressure alarms using waveform dynamics Physiological measurement, 2013; 34(4): 465-78.
Lu Jessica, Speier William, Hu Xiao, Pouratian Nader   The effects of stimulus timing features on P300 speller performance Clinical neurophysiology : official journal of the International Federation of Clinical Neurophysiology, 2013; 124(2): 306-14.
Kasprowicz Magdalena, Bergsneider Marvin, Czosnyka Marek, Hu Xiao   Association between ICP pulse waveform morphology and ICP B waves Acta neurochirurgica. Supplement, 2012; 114(1): 29-34.
Hu Xiao, Hamilton Robert, Baldwin Kevin, Vespa Paul M, Bergsneider Marvin   Automated extraction of decision rules for predicting lumbar drain outcome by analyzing overnight intracranial pressure Acta neurochirurgica. Supplement, 2012; 114(1): 207-12.
Scalzo Fabien, Asgari Shadnaz, Kim Sunghan, Bergsneider Marvin, Hu Xiao   Bayesian tracking of intracranial pressure signal morphology Artificial intelligence in medicine, 2012; 54(2): 115-23.
Asgari Shadnaz, Gonzalez Nestor, Subudhi Andrew W, Hamilton Robert, Vespa Paul, Bergsneider Marvin, Roach Robert C, Hu Xiao   Continuous detection of cerebral vasodilatation and vasoconstriction using intracranial pulse morphological template matching PloS one, 2012; 7(11): e50795.
Scalzo Fabien, Hamilton Robert, Asgari Shadnaz, Kim Sunghan, Hu Xiao   Intracranial hypertension prediction using extremely randomized decision trees Medical engineering & physics, 2012; 137(5): .
Hamilton Robert, Baldwin Kevin, Fuller Jennifer, Vespa Paul, Hu Xiao, Bergsneider Marvin   Intracranial pressure pulse waveform correlates with aqueductal cerebrospinal fluid stroke volume Journal of applied physiology (Bethesda, Md. : 1985), 2012; 113(10): 1560-6.
Scalzo Fabien, Bergsneider Marvin, Vespa Paul M, Martin Neil A, Hu Xiao   Intracranial pressure signal morphology: real-time tracking IEEE pulse, 2012; 3(2): 49-52.
Asgari Shadnaz, Vespa Paul M, Bergsneider Marvin, Hu Xiao   Latency relationships between cerebral blood flow velocity and intracranial pressure Acta neurochirurgica. Supplement, 2012; 114(1): 5-9.
Kim Sunghan, Scalzo Fabien, Bergsneider Marvin, Vespa Paul, Martin Neil, Hu Xiao   Noninvasive intracranial pressure assessment based on a data-mining approach using a nonlinear mapping function IEEE transactions on bio-medical engineering, 2012; 59(3): 619-26.
Hu Xiao, Sapo Monica, Nenov Val, Barry Tod, Kim Sunghan, Do Duc H, Boyle Noel, Martin Neil   Predictive combinations of monitor alarms preceding in-hospital code blue events Journal of biomedical informatics, 2012; 52(6): .
Hamilton Robert, Dye Justin, Frew Andrew, Baldwin Kevin, Hu Xiao, Bergsneider Marvin   Quantification of pulsatile cerebrospinal fluid flow within the prepontine cistern Acta neurochirurgica. Supplement, 2012; 114(1): 191-5.
Scalzo Fabien, Hao Qing, Alger Jeffry R, Hu Xiao, Liebeskind David S   Regional Prediction of Tissue Fate in Acute Ischemic Stroke Annals of biomedical engineering, 2012; 52(6): .
Hu Xiao, Gonzalez Nestor, Bergsneider Marvin   Steady-state indicators of the intracranial pressure dynamic system using geodesic distance of the ICP pulse waveform Physiological measurement, 2012; 33(12): 2017-31.
Hamilton Robert B, Baldwin Kevin, Vespa Paul, Bergsneider Marvin, Hu Xiao   Subpeak regional analysis of intracranial pressure waveform morphology based on cerebrospinal fluid hydrodynamics in the cerebral aqueduct and prepontine cistern Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference, 2012; 2012(1): 3935-8.
Glenn Thomas C, Sherma Arun K, McArthur David L, Hu Xiao, Hanuscin Christopher R, Furreedan Mehjabeen S, Hovda David A, Vespa Paul M, Martin Neil A   The linear relationship between transcranial Doppler pulsatility indices and intracranial pressure is influenced by traumatic brain injury and vasospasm Acta neurochirurgica. Supplement, 2012; 114(1): 11-5.
Kim Sunghan, Bergsneider Marvin, Hu Xiao   A systematic study of linear dynamic modeling of intracranial pressure dynamics Physiological measurement, 2011; 32(3): 319-36.
Asgari Shadnaz, Subudhi Andrew W, Roach Robert C, Liebeskind David S, Bergsneider Marvin, Hu Xiao   An extended model of intracranial latency facilitates non-invasive detection of cerebrovascular changes Journal of neuroscience methods, 2011; 197(1): 171-9.
Asgari Shadnaz, Bergsneider Marvin, Hamilton Robert, Vespa Paul, Hu Xiao   Consistent changes in intracranial pressure waveform morphology induced by acute hypercapnic cerebral vasodilatation Neurocritical care, 2011; 15(1): 55-62.
Kim Sunghan, Hu Xiao, McArthur David, Hamilton Robert, Bergsneider Marvin, Glenn Thomas, Martin Neil, Vespa Paul   Inter-subject correlation exists between morphological metrics of cerebral blood flow velocity and intracranial pressure pulses Neurocritical care, 2011; 14(2): 229-37.
Asgari Shadnaz, Vespa Paul, Bergsneider Marvin, Hu Xiao   Lack of consistent intracranial pressure pulse morphological changes during episodes of microdialysis lactate/pyruvate ratio increase Physiological measurement, 2011; 32(10): 1639-51.
Hu Xiao, Xu Peng, Asgari Shadnaz, Vespa Paul, Bergsneider Marvin   Forecasting ICP elevation based on prescient changes of intracranial pressure waveform morphology IEEE transactions on bio-medical engineering, 2010; 57(5): 1070-8.
Xu Peng, Kasprowicz Magdalena, Bergsneider Marvin, Hu Xiao   Improved noninvasive intracranial pressure assessment with nonlinear kernel regression IEEE transactions on information technology in biomedicine : a publication of the IEEE Engineering in Medicine and Biology Society, 2010; 14(4): 971-8.
Hu Xiao, Glenn Thomas, Scalzo Fabien, Bergsneider Marvin, Sarkiss Chris, Martin Neil, Vespa Paul   Intracranial pressure pulse morphological features improved detection of decreased cerebral blood flow Physiological measurement, 2010; 31(5): 679-95.
Kasprowicz Magdalena, Asgari Shadnaz, Bergsneider Marvin, Czosnyka Marek, Hamilton Robert, Hu Xiao   Pattern recognition of overnight intracranial pressure slow waves using morphological features of intracranial pressure pulse Journal of neuroscience methods, 2010; 190(2): 310-8.
Scalzo Fabien, Asgari Shadnaz, Kim Sunghan, Bergsneider Marvin, Hu Xiao   Robust peak recognition in intracranial pressure signals Biomedical engineering online, 2010; 9(32): 61.

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