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Volumn 14, Issue 4, 2010, Pages 971-978

Improved noninvasive intracranial pressure assessment with nonlinear kernel regression

Author keywords

Arterial blood pressure (ABP); cerebral blood flow velocity (FV); intracranial pressure (ICP); noninvasive; nonlinear kernel regression

Indexed keywords

ARTERIAL BLOOD PRESSURE; CEREBRAL ARTERIES; CEREBRAL BLOOD FLOW VELOCITIES; DATA SETS; ESTIMATION RESULTS; INTRACRANIAL PRESSURE; LINEAR ESTIMATION; LINEAR MODEL; LINEAR RELATIONSHIPS; NON-INVASIVE ASSESSMENTS; NON-LINEAR REGRESSION; NONLINEAR APPROACH; NONLINEAR KERNELS;

EID: 77954605024     PISSN: 10897771     EISSN: None     Source Type: Journal    
DOI: 10.1109/TITB.2009.2027317     Document Type: Article
Times cited : (39)

References (32)
  • 1
    • 0016475167 scopus 로고
    • Assessment of outcome after severe brain damage
    • B. Jennett and M. Bond, "Assessment of outcome after severe brain damage," Lancet, vol.1, pp. 480-484, 1975.
    • (1975) Lancet , vol.1 , pp. 480-484
    • Jennett, B.1    Bond, M.2
  • 2
    • 0031925406 scopus 로고    scopus 로고
    • Cerebral perfusion pressure in head-injured patients: A noninvasive assessment using transcranial Doppler ultrasonography
    • M. Czosnyka, B. F. Matta, P. Smielewski, P. J. Kirkpatrick, and J. D. Pickard, "Cerebral perfusion pressure in head-injured patients: a noninvasive assessment using transcranial Doppler ultrasonography," J. Neurosurg., vol.88, pp. 802-808, 1998.
    • (1998) J. Neurosurg. , vol.88 , pp. 802-808
    • Czosnyka, M.1    Matta, B.F.2    Smielewski, P.3    Kirkpatrick, P.J.4    Pickard, J.D.5
  • 4
    • 0036828849 scopus 로고    scopus 로고
    • Efficacy of hyperventilation, blood pressure elevation, and metabolic suppression therapy in controlling intracranial pressure after head injury
    • M. Oertel, D. F. Kelly, J. H. Lee, D. L. McArthur, T. C. Glenn, P. Vespa, W. J. Boscardin, D. A. Hovda, and N. A. Martin, "Efficacy of hyperventilation, blood pressure elevation, and metabolic suppression therapy in controlling intracranial pressure after head injury," J. Neurosurg., vol.97, pp. 1045-1053, 2002.
    • (2002) J. Neurosurg. , vol.97 , pp. 1045-1053
    • Oertel, M.1    Kelly, D.F.2    Lee, J.H.3    McArthur, D.L.4    Glenn, T.C.5    Vespa, P.6    Boscardin, W.J.7    Hovda, D.A.8    Martin, N.A.9
  • 5
    • 0036841457 scopus 로고    scopus 로고
    • Cerebral haemodynamics in pregnancy and pre-eclampsia as assessed by transcranial Doppler ultrasonography
    • R. W. Sherman, R. A. Bowie, M. M. E. Henfrey, R. P. Mahajan, and D. Bogod, "Cerebral haemodynamics in pregnancy and pre-eclampsia as assessed by transcranial Doppler ultrasonography," Brit. J. Anaesth., vol.89, pp. 687-692, 2002.
    • (2002) Brit. J. Anaesth. , vol.89 , pp. 687-692
    • Sherman, R.W.1    Bowie, R.A.2    Henfrey, M.M.E.3    Mahajan, R.P.4    Bogod, D.5
  • 6
    • 0031759967 scopus 로고    scopus 로고
    • Intracranial pressure monitor placement by midlevel practitioners
    • K. L. Kaups, S. N. Parks, and C. L. Morris, "Intracranial pressure monitor placement by midlevel practitioners," J. Trauma-Injury Infect. Crit. Care, vol.45, pp. 884-886, 1998.
    • (1998) J. Trauma-Injury Infect. Crit. Care , vol.45 , pp. 884-886
    • Kaups, K.L.1    Parks, S.N.2    Morris, C.L.3
  • 8
    • 0344431353 scopus 로고    scopus 로고
    • Noninvasive prediction of intracranial pressure curves using transcranial Doppler ultrasonography and blood pressure curves
    • B. Schmidt, J. Klingelhöfer, J. J. Schwarze, D. Sander, and I. Wittich, "Noninvasive prediction of intracranial pressure curves using transcranial Doppler ultrasonography and blood pressure curves," Stroke, vol.28, pp. 2465-2472, 1997.
    • (1997) Stroke , vol.28 , pp. 2465-2472
    • Schmidt, B.1    Klingelhöfer, J.2    Schwarze, J.J.3    Sander, D.4    Wittich, I.5
  • 9
    • 85052610061 scopus 로고    scopus 로고
    • Innovative non-invasive method for absolute intracranial pressure measurement without calibration
    • A. Ragauskas, G. Daubaris, A. Dziugys, V. Azelis, and V. Gedrimas, "Innovative non-invasive method for absolute intracranial pressure measurement without calibration," Acta Neurochir., vol.95, pp. 357-361, 2005.
    • (2005) Acta Neurochir , vol.95 , pp. 357-361
    • Ragauskas, A.1    Daubaris, G.2    Dziugys, A.3    Azelis, V.4    Gedrimas, V.5
  • 10
    • 2442691906 scopus 로고    scopus 로고
    • MR-Intracranial compliance and pressure: A method for noninvasive measurement of important neurophysiological parameters
    • N. Alperin, "MR-Intracranial compliance and pressure: A method for noninvasive measurement of important neurophysiological parameters," Methods Enzymol., vol.386, pp. 323-349, 2004.
    • (2004) Methods Enzymol , vol.386 , pp. 323-349
    • Alperin, N.1
  • 12
    • 0023184805 scopus 로고
    • The effect of raised intracranial pressure on intracochlear fluid pressure: Three case studies
    • R. J. Marchbanks, A. Reid, A. M. Martin, A. P. Brightwell, and D. E. Bateman, "The effect of raised intracranial pressure on intracochlear fluid pressure: three case studies," Brit. J. Audiol., vol.21, pp. 127-130, 1987.
    • (1987) Brit. J. Audiol. , vol.21 , pp. 127-130
    • Marchbanks, R.J.1    Reid, A.2    Martin, A.M.3    Brightwell, A.P.4    Bateman, D.E.5
  • 13
    • 33745280260 scopus 로고    scopus 로고
    • A framework of noninvasive intracranial pressure assessment via data mining of cerebral hemodynamic signals
    • X. Hu, V. Nenov, T. C. Glenn, M. Bergsneider, and N. Martin, "A framework of noninvasive intracranial pressure assessment via data mining of cerebral hemodynamic signals," Biomed. Signal Process. Control, vol.1, pp. 64-77, 2006.
    • (2006) Biomed. Signal Process. Control , vol.1 , pp. 64-77
    • Hu, X.1    Nenov, V.2    Glenn, T.C.3    Bergsneider, M.4    Martin, N.5
  • 14
    • 0028887478 scopus 로고
    • Noninvasive monitoring of cerebral perfusion by transcranial Doppler during fulminant hepatic failure and liver transplantation
    • A. Sidi and M. E. Mahla, "Noninvasive monitoring of cerebral perfusion by transcranial Doppler during fulminant hepatic failure and liver transplantation," Anesth. Analg., vol.80, pp. 194-200, 1995.
    • (1995) Anesth. Analg. , vol.80 , pp. 194-200
    • Sidi, A.1    Mahla, M.E.2
  • 15
    • 0027158122 scopus 로고
    • Transcranial Doppler recordings in raised intracranial pressure
    • A. M. Homburg, M. Jakobsen, and E. Enevoldsen, "Transcranial Doppler recordings in raised intracranial pressure," Acta Neurol. Scand., vol.87, pp. 488-493, 1993.
    • (1993) Acta Neurol. Scand. , vol.87 , pp. 488-493
    • Homburg, A.M.1    Jakobsen, M.2    Enevoldsen, E.3
  • 16
    • 0034012495 scopus 로고    scopus 로고
    • Evaluation of a method for noninvasive intracranial pressure assessment during infusion studies in patients with hydrocephalus
    • B. Schmidt, M. Czosnyka, J. J. Schwarze, D. Sander, W. Gerstner, C. B. Lumenta, and J. Klingelhofer, "Evaluation of a method for noninvasive intracranial pressure assessment during infusion studies in patients with hydrocephalus," J. Neurosurg., vol.92, pp. 793-800, 2000.
    • (2000) J. Neurosurg. , vol.92 , pp. 793-800
    • Schmidt, B.1    Czosnyka, M.2    Schwarze, J.J.3    Sander, D.4    Gerstner, W.5    Lumenta, C.B.6    Klingelhofer, J.7
  • 17
    • 39149105273 scopus 로고    scopus 로고
    • Altered phase interactions between spontaneous blood pressure and flow fluctuations in type 2 diabetes mellitus: Nonlinear assessment of cerebral autoregulation
    • K. Hu, C. K. Peng, N. E. Huang, Z.Wu, L. A. Lipsitz, J. Cavallerano, and V.Novak, "Altered phase interactions between spontaneous blood pressure and flow fluctuations in type 2 diabetes mellitus: Nonlinear assessment of cerebral autoregulation," Phys. A Stat. Mech. Appl., vol.387, pp. 2279- 2292, 2008.
    • (2008) Phys. A Stat. Mech. Appl. , vol.387 , pp. 2279-2292
    • Hu, K.1    Peng, C.K.2    Huang, N.E.3    Wu, Z.4    Lipsitz, L.A.5    Cavallerano, J.6    Novak, V.7
  • 18
    • 31544476594 scopus 로고    scopus 로고
    • Nonlinear analysis of cerebral hemodynamic and intracranial pressure signals for characterization of autoregulation
    • Feb.
    • X. Hu, V. Nenov, T. C. Glenn, L. A. Steiner, M. Czosnyka, M. Bergsneider, and N. Martin, "Nonlinear analysis of cerebral hemodynamic and intracranial pressure signals for characterization of autoregulation," IEEE Trans. Biomed. Eng., vol.53, no.2, pp. 195-209, Feb. 2006.
    • (2006) IEEE Trans. Biomed. Eng. , vol.53 , Issue.2 , pp. 195-209
    • Hu, X.1    Nenov, V.2    Glenn, T.C.3    Steiner, L.A.4    Czosnyka, M.5    Bergsneider, M.6    Martin, N.7
  • 19
    • 40649096877 scopus 로고    scopus 로고
    • Nonlinear assessment of cerebral autoregulation from spontaneous blood pressure and cerebral blood flowfluctuations
    • K. Hu, C. K. Peng, M. Czosnyka, P. Zhao, and V. Novak, "Nonlinear assessment of cerebral autoregulation from spontaneous blood pressure and cerebral blood flowfluctuations," Cardiovasc. Eng., vol.8, pp. 60-71, 2008.
    • (2008) Cardiovasc. Eng. , vol.8 , pp. 60-71
    • Hu, K.1    Peng, C.K.2    Czosnyka, M.3    Zhao, P.4    Novak, V.5
  • 20
    • 0030984266 scopus 로고    scopus 로고
    • A simple mathematical model of the interaction between intracranial pressure and cerebral hemodynamics
    • M. Ursino and C. A. Lodi, "A simple mathematical model of the interaction between intracranial pressure and cerebral hemodynamics," J. Appl. Physiol., vol.82, pp. 1256-1269, 1997.
    • (1997) J. Appl. Physiol. , vol.82 , pp. 1256-1269
    • Ursino, M.1    Lodi, C.A.2
  • 21
    • 0000222692 scopus 로고    scopus 로고
    • Formulations of support vector machines: A note from an optimization point of view
    • C. J. Lin, "Formulations of support vector machines: A note from an optimization point of view," Neural Comput., vol.13, pp. 307-317, 2001.
    • (2001) Neural Comput , vol.13 , pp. 307-317
    • Lin, C.J.1
  • 23
    • 0032594959 scopus 로고    scopus 로고
    • An overview of statistical learning theory
    • Sep.
    • V. N. Vapnik, "An overview of statistical learning theory," IEEE Trans. Neural Netw., vol.10, no.5, pp. 988-999, Sep. 1999.
    • (1999) IEEE Trans. Neural Netw. , vol.10 , Issue.5 , pp. 988-999
    • Vapnik, V.N.1
  • 24
    • 50649123949 scopus 로고    scopus 로고
    • Spectral regression for efficient regularized subspace learning
    • Rio de Janeiro, Brazil
    • D. Cai, X. He, and J. Han, "Spectral regression for efficient regularized subspace learning," in Proc. IEEE 11th Int. Conf. Comput. Vis. (ICCV 2007), Rio de Janeiro, Brazil, pp. 1-8.
    • Proc. IEEE 11th Int. Conf. Comput. Vis. (ICCV 2007) , pp. 1-8
    • Cai, D.1    He, X.2    Han, J.3
  • 25
    • 51749123574 scopus 로고    scopus 로고
    • Classification of electrocardiogram signals with support vector machines and particle swarm optimization
    • Sep.
    • F. Melgani and Y. Bazi, "Classification of electrocardiogram signals with support vector machines and particle swarm optimization," IEEE Trans. Inf. Technol. Biomed., vol.12, no.5, pp. 667-677, Sep. 2008.
    • (2008) IEEE Trans. Inf. Technol. Biomed. , vol.12 , Issue.5 , pp. 667-677
    • Melgani, F.1    Bazi, Y.2
  • 27
    • 77954600326 scopus 로고    scopus 로고
    • Tampa Bay Water (Fla.) Southwest Florida Water Management District (Fla.) and Geological Survey (U.S.). Tallahassee, FL: U.S. Dept. Interior [Denver, CO: U.S. Geological Survey, Branch of Information Services (distributor)]
    • D. K. Yobbi, Tampa Bay Water (Fla.), Southwest Florida Water Management District (Fla.), and Geological Survey (U.S.), "Application of nonlinear least-squares regression to ground-water flow modeling, westcentral Florida," Tallahassee, FL: U.S. Dept. Interior [Denver, CO: U.S. Geological Survey, Branch of Information Services (distributor)], 2000.
    • (2000) Application of Nonlinear Least-squares Regression to Ground-water Flow Modeling, Westcentral Florida
    • Yobbi, D.K.1
  • 29
    • 4043137356 scopus 로고    scopus 로고
    • A tutorial on support vector regression
    • A. J. Smola and B. Scholkopf, "A tutorial on support vector regression," Stat. Comput., vol.14, pp. 199-222, 2004.
    • (2004) Stat. Comput. , vol.14 , pp. 199-222
    • Smola, A.J.1    Scholkopf, B.2
  • 32
    • 58149461545 scopus 로고    scopus 로고
    • Multicenter clinical assessment of the Raumedic Neurovent-P intracranial pressure sensor: A report by the BrainIT group
    • G. Citerio, I. Piper, I. R. Chambers, D. Galli, P. Enblad, K. Kiening, A. Ragauskas, J. Sahuquillo, and B. Gregson, "Multicenter clinical assessment of the Raumedic Neurovent-P intracranial pressure sensor: A report by the BrainIT group," NeuroSurgery, vol.63, pp. 1152-1158, 2008.
    • (2008) NeuroSurgery , vol.63 , pp. 1152-1158
    • Citerio, G.1    Piper, I.2    Chambers, I.R.3    Galli, D.4    Enblad, P.5    Kiening, K.6    Ragauskas, A.7    Sahuquillo, J.8    Gregson, B.9


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