Multimodal pressure-flow analysis: Application of Hilbert Huang transform in cerebral blood flow regulation

Eurasip Journal on Advances in Signal Processing

Volumn 2008, Issue , 2008, Pages

  Lo, Men Tzung ^a,b   Hu, Kun ^a   Liu, Yanhui ^c   Peng, C K ^a   Novak, Vera ^a  

^a HARVARD MEDICAL SCHOOL   (United States)

^b NATIONAL CENTRAL UNIVERSITY   (Taiwan)

^c DynaDx Corporation   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BLOOD; BLOOD PRESSURE; FLOW INTERACTIONS; HEALTH; HEMODYNAMICS; MATHEMATICAL TRANSFORMATIONS; MOTION ESTIMATION; THEOREM PROVING; TISSUE;

BLOOD PRESSURE (BP); CEREBRAL AUTOREGULATION (CA); CEREBRAL BLOOD FLOW (CBF); CEREBRAL BLOOD FLOW VELOCITY (CBFV); CLINICAL TESTING; COMPUTATIONAL CHALLENGES; FLOW ANALYSIS; HILBERT HUANG TRANSFORM (HHT); HILBERT-HUANG TRANSFORMATION (HHT); MULTI-MODAL; NON LINEAR INTERACTIONS; NON STATIONARY; NON STATIONARY SIGNALS; NON-STATIONARITY; PHASE DELAYS; PHYSIOLOGICAL SYSTEMS; PRESSURE FLOW; RESEARCH FIELDS; STATIONARY SIGNALS;

BACKPROPAGATION;

EID: 47649097261     PISSN: 16876172     EISSN: 16876180     Source Type: Journal    
DOI: 10.1155/2008/785243     Document Type: Article

References (68)

1. Kantz H., Schreiber T., Nonlinear Time Series Analysis 1997 Cambridge, UK Cambridge University Press
2. Viswanathan G. M., Peng C.-K., Stanley H. E., Goldberger A. L., Deviations from uniform power law scaling in nonstationary time series Physical Review E 1997 55 1 845 849
3. Bernaola-Galvn P., Ivanov P. Ch., Nunes Amaral L. A., Stanley H. E., Scale invariance in the nonstationarity of human heart rate Physical Review Letters 2001 87 16 4
4. Collins J. J., Stewart I. N., Symmetry-breaking bifurcation: a possible mechanism for 2:1 frequency-locking in animal locomotion Journal of Mathematical Biology 1992 30 8 827 838
5. Collins J. J.
6. Hu K., Ivanov P. Ch.
7. Peng C.-K., Mietus J., Hausdorff J. M., Havlin S., Stanley H. E., Goldberger A. L., Long-range anticorrelations and non-Gaussian behavior of the heartbeat Physical Review Letters 1993 70 9 1343 1346
8. Costa M.
9. Pompe B.
10. Hoyer D., Bauer R., Walter B., Zwiener U., Estimation of nonlinear couplings on the basis of complexity and predictabilitya new method applied to cardiorespiratory coordination IEEE Transactions on Biomedical Engineering 1998 45 5 545 552
11. Schfer C., Rosenblum M. G., Abel H.-H., Kurths J., Synchronization in the human cardiorespiratory system Physical Review E 1999 60 1 857 870
12. Chon K. H., Chen Y.-M., Holstein-Rathlou N.-H., Marmarelis V. Z., Nonlinear system analysis of renal autoregulation in normotensive and hypertensive rats IEEE Transactions on Biomedical Engineering 1998 45 3 342 353
13. Novak V.
14. Chen Z., Hu K., Stanley H. E., Novak V., Ivanov P. Ch., Cross-correlation of instantaneous phase increments in pressure-flow fluctuations: applications to cerebral autoregulation Physical Review E 2006 73 3 14
15. Hu K.
16. Hu K.
17. Hu K., Ivanov P. Ch.
18. Hu K.
19. Ivanov P. Ch.
20. Huang N. E., Shen Z., Long S. R., The empirical mode decomposition and the Hubert spectrum for nonlinear and non-stationary time series analysis Proceedings of the Royal Society A 1998 454 1971 903 995
21. Huang W., Shen Z., Huang N. E., Fung Y. C.
22. Maestri R.
23. Balocchi R.
24. Sweeney-Reed C. M.
25. Aaslid R., Newell D. W., Aaslid R., Cerebral hemodynamics Transcranial Doppler 1992 New York, NY, USA Raven Press 49 55
26. Panerai R. B., Assessment of cerebral pressure autoregulation in humansa review of measurement methods Physiological Measurement 1998 19 3 305 338
27. Novak V., Spies J. M., Novak P., McPhee B. R., Rummans T. A., Low P. A.
28. Novak V.
29. Dawson S. L., Panerai R. B., Potter J. F., Critical closing pressure explains cerebral hemodynamics during the Valsalva maneuver Journal of Applied Physiology 1999 86 2 675 680
30. Panerai R. B.
31. Carey B. J.
32. Cavestri R., Radice L., Ferrarini F., CBF side-to-side asymmetries in stenosis-occlusion of internal carotid artery. Relevance of CT findings and collateral supply Italian Journal of Neurological Sciences 1991 12 5 383 388
33. Russo G., de Falco R., Scarano E., Cigliano A., Profeta G., Non invasive recording of CO2 cerebrovascular reactivity in normal subjects and patients with unilateral internal carotid artery stenosis Journal of Neurosurgical Sciences 1994 38 3 147 153
34. Silvestrini M., Vernieri F., Pasqualetti P.
35. Diehl R. R., Linden D., Lcke D., Berlit P., Phase relationship between cerebral blood flow velocity and blood pressure: a clinical test of autoregulation Stroke 1995 26 10 1801 1804
36. Birch A. A., Dirnhuber M. J., Hartley-Davies R., Iannotti F., Neil-Dwyer G., Assessment of autoregulation by means of periodic changes in blood pressure Stroke 1995 26 5 834 837
37. Diehl R. R., Linden D., Lcke D., Berlit P., Spontaneous blood pressure oscillations and cerebral autoregulation Clinical Autonomic Research 1998 8 1 7 12
38. Blaber A. P., Bondar R. L.
39. Zhang R., Zuckerman J. H., Giller C. A., Levine B. D., Transfer function analysis of dynamic cerebral autoregulation in humans American Journal of Physiology 1998 274 1 H233 H241
40. Haubrich C.
41. Giller C. A., The frequency-dependent behavior of cerebral autoregulation Neurosurgery 1990 27 3 362 368
42. Giller C. A., Iacopino D. G., Use of middle cerebral velocity and blood pressure for the analysis of cerebral autoregulation at various frequencies: the coherence index Neurological Research 1997 19 6 634 640
43. Haubrich C.
44. Mitsis G. D., Zhang R., Levine B. D., Marmarelis V. Z., Modeling of nonlinear physiological systems with fast and slow dynamics. II. Application to cerebral autoregulation Annals of Biomedical Engineering 2002 30 4 555 565
45. Mitsis G. D.
46. Panerai R. B.
47. Mitsis G. D.
48. Diehl R. R., Diehl B., Sitzer M., Hennerici M., Spontaneous oscillations in cerebral blood flow velocity in normal humans and in patients with carotid artery disease Neuroscience Letters 1991 127 1 5 8
49. Karemaker J. M., Low P. A., Analysis of blood pressure and heart rate variability: theoretical considerations Clinical Autonomic Disorders: Evaluation and Management 1997 2nd Philadelphia, Pa, USA Lippincott-Raven 309 322
50. Kuo T. B.-J., Chern C.-M., Sheng W.-Y., Wong W.-J., Hu H.-H., Frequency domain analysis of cerebral blood flow velocity and its correlation with arterial blood pressure Journal of Cerebral Blood Flow Metabolism 1998 18 3 311 318
51. Kitney R. I., Fulton T., McDonald A. H., Linkens D. A., Transient interactions between blood pressure, respiration and heart rate in man Journal of Biomedical Engineering 1985 7 3 217 224
52. Novak V., Novak P., de Champlain J., Le Blanc A. R., Martin R., Nadeau R., Influence of respiration on heart rate and blood pressure fluctuations Journal of Applied Physiology 1993 74 2 617 626
53. Eames P. J., Blake M. J., Dawson S. L., Panerai R. B., Potter J. F., Dynamic cerebral autoregulation and beat to beat blood pressure control are impaired in acute ischaemic stroke Journal of Neurology Neurosurgery and Psychiatry 2002 72 4 467 472
54. Dawson S. L., Panerai R. B., Potter J. F.
55. Kwan J.
56. Griffith D. N. W., Saimbi S., Lewis C., Tolfree S., Betteridge D. J., Abnormal cerebrovascular carbon dioxide reactivity in people with diabetes Diabetic Medicine 1987 4 3 217 220
57. van B.
58. Lipsitz L. A.
59. Wu Z., Huang N. E., Ensemble empirical mode decomposition: a noise-assisted data analysis method 2005 193 Calverton, Md, USA Centre for Ocean-Land-Atmosphere Studies
60. Gabor D., Theory of communication Journal of the IEE 1946 93, part 3 26 429 457
61. Zweig M. H., Campbell G., Receiver-operating characteristic (ROC) plots: a fundamental evaluation tool in clinical medicine Clinical Chemistry 1993 39 4 561 577
62. Bramble D. M., Carrier D. R., Running and breathing in mammals Science 1983 219 4582 251 256
63. Tass P., Rosenblum M. G., Weule J., Detection of n:m phase locking from noisy data: application to magnetoencephalography Physical Review Letters 1998 81 15 3291 3294
64. Tiecks F. P., Lam A. M., Aaslid R., Newell D. W., Comparison of static and dynamic cerebral autoregulation measurements Stroke 1995 26 6 1014 1019
65. Hammer J. W., Cohen M. A., Mukai S., Lipsitz L. A., Taylor J. A.
66. Symon L., Held K., Dorsch N. W., A study of regional autoregulation in the cerebral circulation to increased perfusion pressure in normocapnia and hypercapnia Stroke 1973 4 2 139 147
67. Aaslid R., Lindegaard K.-F., Sorteberg W., Nornes H., Cerebral autoregulation dynamics in humans Stroke 1989 20 1 45 52
68. Panerai R. B.