A subspace decomposition approach toward recognizing valid pulsatile signals

Physiological Measurement

Volumn 30, Issue 11, 2009, Pages 1211-1225

  Asgari, Shadnaz ^a   Xu, Peng ^a,c   Bergsneider, Marvin ^a,b   Hu, Xiao ^a,b  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b University of California   (United States)

^c UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA   (China)

Author keywords

Hemodynamic signal; Intracranial pressure; Intracranial pressure pulse reference library; Noise and artifacts; Pulsatile signal; Singular value decomposition

Indexed keywords

MEDICINE; SIGNAL PROCESSING;

HEMODYNAMIC SIGNALS; INTRACRANIAL PRESSURE; INTRACRANIAL PRESSURE PULSE REFERENCE LIBRARY; NOISE AND ARTIFACT; PRESSURE PULSE; PRESSURE SIGNAL; PULSATILE SIGNAL; PULSATILES; SINGULAR VALUE DECOMPOSITION TECHNIQUE;

SINGULAR VALUE DECOMPOSITION;

ADOLESCENT; ADULT; AGED; ALGORITHM; ARTICLE; COMPARATIVE STUDY; CONTROLLED STUDY; CORRELATIONAL STUDY; DATA BASE; DIAGNOSTIC ACCURACY; FALSE POSITIVE RESULT; FEMALE; HUMAN; INTRACRANIAL PRESSURE; MAJOR CLINICAL STUDY; MALE; MEDICAL PARAMETERS; PRIORITY JOURNAL; PULSATILE SIGNAL; RECORDING; SINGULAR VALUE DECOMPOSITION; SURGICAL PATIENT; TECHNIQUE; TIME; VALIDATION STUDY;

EID: 70349230136     PISSN: 09673334     EISSN: 13616579     Source Type: Journal    
DOI: 10.1088/0967-3334/30/11/006     Document Type: Article

References (35)

1. Aboukhalil A, Nielsen L, Saeed M, Mark R G and Clifford G D 2008 Reducing false alarm rates for critical arrhythmias using the arterial blood pressure waveform J. Biomed. Inform. 41 442-51
2. Afonso V X, Tompkins W J, Nguyen T Q and Luo S 1999 ECG beat detection using filter banks IEEE Trans. Biomed. Eng. 46 192-202
3. Asgari S, Bergsneider M and Hu X 2009 A robust approach towards recognizing valid arterial blood pressure pulses IEEE Trans ITBM submitted
4. Barcena A, Mestre C, Canizal J M, Rivero B and Lobato R D 1997 Idiopathic normal pressure hydrocephalus: analysis of factors related to cerebrospinal fluid dynamics determining functional prognosis Acta Neurochir. 139 933-41
5. Cardoso E R, Reddy K and Bose D 1988 Effect of subarachnoid hemorrhage on intracranial pulse waves in cats J. Neurosurg. 69 712-8
6. Cardoso E R, Rowan J O and Galbraith S 1983 Analysis of the cerebrospinal-fluid pulse-wave in intracranial-pressure J. Neurosurg. 59 817-21
7. Chopp M and Portnoy H D 1980 Systems-analysis of intra-cranical pressure-comparison with volume-pressure test and Csf-pulse amplitude analysis J. Neurosurg. 53 516-27
8. Contant C F, Robertson C S, Crouch J, Gopinath S P, Narayan R K and Grossman R G 1995 Intracranial-pressure wave-form indexes in transient and refractory intracranial hypertension J. Neurosci. Methods 57 15-25
9. Czosnyka M, Czosnyka Z, Keong N, Lavinio A, Smielewski P, Momjian S, Schmidt E A, Petrella G, Owler B and Pickard J D 2007 Pulse pressure waveform in hydrocephalus: what it is and what it isn't Neurosurg. Focus 22 E2
10. Czosnyka M, Smielewski P, Piechnik S, Schmidt E A, Al-Rawi P G, Kirkpatrick P J and Pickard J D 1999 Hemodynamic characterization of intracranial pressure plateau waves in head-injury patients J. Neurosurg. 91 11-9
11. Eide P K 2006 Intracranial pressure parameters in idiopathic normal pressure hydrocephalus patients treated with ventriculo-peritoneal shunts Acta Neurochir. 148 21-9
12. Eide P K and Brean A 2006 Intracranial pulse pressure amplitude levels determined during preoperative assessment of subjects with possible idiopathic normal pressure hydrocephalus Acta Neurochir. 148 1151-6
13. Fan J Y, Kirkness C, Vicini P, Burr R and Mitchell P 2008 Intracranial pressure waveform morphology and intracranial adaptive capacity Am. J. Crit. Care 17 545-54
14. Hornero R, Aboy M, Abasolo D, McNames J and Goldstein B 2005 Interpretation of approximate entropy: analysis of intracranial pressure approximate entropy during acute intracranial hypertension IEEE Trans. Bio-Med. Eng. 52 1671-80
15. Hu X and Nenov V 2006 A single-lead ECG enhancement algorithm using a regularized data-driven filter IEEE Trans. Biomed. Eng. 53 347-51
16. Hu X, Xu P, Lee D J, Vespa P, Baldwin K and Bergsneider M 2008a An algorithm for extracting intracranial pressure latency relative to electrocardiogram R wave Physiol. Meas. 29 459-71
17. Hu X, Xu P, Lee D J, Vespa P and Bergsneider M 2008b Morphological changes of intracranial pressure pulses are correlated with acute dilatation of ventricles Acta Neurochir. Suppl. 102 131-6
18. Hu X, Xu P, Scalzo F, Vespa P and Bergsneider M 2009 Morphological clustering and analysis of continuous intracranial pressure IEEE Trans. Bio-Med. Eng. 56 696-705
19. Iravanian S and Tung L 2002 A novel algorithm for cardiac biosignal filtering based on filtered residue method IEEE Trans. Biomed. Eng. 49 1310-7
20. Kaufman L and Rousseeuw P J 2005 Finding Groups in Data: An Introduction to Cluster Analysis (New York: Wiley-Interscience)
21. Konstantinides K and Yao K 1988 Statistical-analysis of effective singular-values in matrix rank determination IEEE Trans. Acoust. Speech Signal Process. 36 757-63
22. Kotas M 2004 Projective filtering of time-aligned ECG beats IEEE Trans. Bio-Med. Eng. 51 1129-39
23. Laub A J 2005 Matrix Analysis for Scientists & Engineers (Philadelphia, PA: SIAM)
24. Li Q, Mark R G and Clifford G D 2008 Robust heart rate estimation from multiple asynchronous noisy sources using signal quality indices and a Kalman filter Physiol. Meas. 29 15-32
25. Paul J S, Reddy M R and Kumar V J 2000 A transform domain SVD filter for suppression of muscle noise artefacts in exercise ECGs IEEE Trans. Biomed. Eng. 47 654-63
26. Portnoy H D and Chopp M 1981 Cerebrospinal-fluid pulse-wave form analysis during hypercapnia and hypoxia Neurosurgery 9 14-27
27. Sapo M, Wu S, Asgari S, McNair N, Buxey F, Martin N and Hu X 2009 A comparison of vital signs charted by nurses with automated acquired values using waveform quality indices J. Clin. Monit. Comput. 23 263-71
28. Scalzo F, Xu P, Asgari S, Bergsneider M and Hu X 2009 Regression analysis for peak designation in pulsatile pressure signals Med. Biol. Eng. Comput. 47 967-77
29. Schuhmann M U, Sood S, McAllister J P, Jaeger M, Ham S D, Czosnyka Z and Czosnyka M 2008 Value of overnight monitoring of intracranial pressure in hydrocephalic children Pediatr. Neurosurg. 44 269-79
30. Sun J X, Reisner A T and Mark R G 2006 A signal abnormality index for arterial blood pressure waveforms Comput Cardiol 33 13-6
31. Symon L and Dorsch N W C 1975 Use of long-term intracranial-pressure measurement to assess hydrocephalic patients prior to shunt surgery J. Neurosurg. 42 258-73
32. Takizawa H, Gabrasanders T and Miller J D 1987 Changes in the cerebrospinal-fluid pulse-wave spectrum associated with raised intracranial-pressure Neurosurgery 20 355-61
33. Thakor N V and Zhu Y S 1991 Applications of adaptive filtering to ECG analysis: noise cancellation and arrhythmia detection IEEE Trans. Biomed. Eng. 38 785-94
34. Whitfield P C, Patel H, Hutchinson P J A, Czosnyka M, Parry D, Menon D, Pickard J D and Kirkpatrick P J 2001 Bifrontal decompressive craniectomy in the management of posttraumatic intracranial hypertension Br. J. Neurosurg. 15 500-7
35. Wilkinson H A, Schuman N and Ruggiero J 1979 Non-volumetric methods of detecting impaired intracranial compliance or reactivity-pulse width and wave form analysis J. Neurosurg. 50 758-67