Adaptive filtering to reduce global interference in evoked brain activity detection: A human subject case study

Journal of Biomedical Optics

Volumn 12, Issue 6, 2007, Pages

  Zhang, Quan ^a,b   Brown, Emery N ^a   Strangman, Gary E ^a  

^a MASSACHUSETTS GENERAL HOSPITAL   (United States)

^b Neural Systems Group   (United States)

Author keywords

Adaptive filter; Brain; Cancellation; Function; Hemodynamics; Interference; Near infrared; Visual cortex

Indexed keywords

CARDIAC ACTIVITY; DEOXYHEMOGLOBIN; OXYHEMOGLOBIN; VISUAL CORTEX;

BRAIN; HEMODYNAMICS; HEMOGLOBIN; INTERFERENCE SUPPRESSION; MONTE CARLO METHODS; NEAR INFRARED SPECTROSCOPY;

ADAPTIVE FILTERING;

OXYHEMOGLOBIN;

ADULT; ARTICLE; BRAIN; BRAIN CIRCULATION; BREATHING; ELECTROCARDIOGRAPHY; HUMAN; MALE; METABOLISM; METHODOLOGY; MONTE CARLO METHOD; NEAR INFRARED SPECTROSCOPY; PHOTOSTIMULATION; PHYSIOLOGY; STATISTICS; VASCULARIZATION; VISUAL CORTEX;

ADULT; BRAIN; CEREBROVASCULAR CIRCULATION; ELECTROCARDIOGRAPHY; HUMANS; MALE; MONTE CARLO METHOD; OXYHEMOGLOBINS; PHOTIC STIMULATION; RESPIRATION; SPECTROSCOPY, NEAR-INFRARED; VISUAL CORTEX;

EID: 37549053215     PISSN: 10833668     EISSN: 15602281     Source Type: Journal    
DOI: 10.1117/1.2804706     Document Type: Article

References (41)

1. B. Chance, " Optical method., " Annu. Rev. Biophys. Biophys. Chem. 20, 1-28 (1991).
2. E. Gratton, V. Toronov, U. Wolf, M. Wolf, and A. Webb, " Measurement of brain activity by near-infrared light., " J. Biomed. Opt. 10 (1), 011008 (2005).
3. A. Yodh and B. Chance, " Spectroscopy and imaging with diffusing light., " Phys. Today 48 (3), 34-40 (1995).
4. H. Obrig and A. Villringer, " Beyond the visible-imaging the human brain with light., " Kyklos 23 (1), 1-18 (2003).
5. R. L. Barbour, H. L. Graber, Y. L. Pei, S. Zhong, and C. H. Schmitz, " Optical tomographic imaging of dynamic features of dense-scattering media., " J. Opt. Soc. Am. A 18 (12), 3018-3036 (2001).
6. D. A. Boas, M. A. Franceschini, A. K. Dunn, and G. Strangman, " Non-invasive imaging of cerebral activation with diffuse optical tomography., " in: Optical Imaging of Brain Function, Frostig, R., Ed., CRC Press (2002).
7. A. Villringer, J. Planck, C. Hock, L. Schleinkofer, and U. Dirnagl, " Near-infrared spectroscopy (NIRS)-a new tool to study hemodynamic-changes during activation of brain-function in human adults., " Neurosci. Lett. 154 (1-2), 101-104 (1993).
8. J. H. Meek, C. E. Elwell, M. J. Khan, J. Romaya, J. S. Wyatt, D. T. Delpy, and S. Zeki, " Regional changes in cerebral haemodynamics as a result of a visual stimulus measured by near infrared spectroscopy., " Proc. R. Soc. London, Ser. B 261, 351-356 (1995).
9. P. Wobst, R. Wenzel, M. Kohl, H. Obrig, and A. Villringer, " Linear aspects of changes in deoxygenated hemoglobin concentration and cytochrome oxidase oxidation during brain activation., " Neuroimage 13, 520-530 (2001).
10. M. L. Schroeter, M. M. Bucheler, K. Muller, K. Uludag, H. Obrig, G. Lohmann, M. Tittgemeyer, A. Villringer, and D. Y. von Cramon, " Towards a standard analysis for functional near-infrared imaging., " Neuroimage, 21 (1), 283-290 (2004).
11. H. Obrig, C. Hirth, J. G. Junge-Hulsing, C. Doge, T. Wolf, U. Dirnagl, and A. Villringer, " Cerebral oxygenation changes in response to motor stimulation., " J. Appl. Physiol. 81 (3), 1174-1183 (1996).
12. V. Toronov, A. Webb, J. H. Choi, M. Wolf, A. Michalos, E. Gratton, " Investigation of human brain hemodynamics by simultaneous near-infrared spectroscopy and functional magnetic resonance imaging., " Med. Phys. 28 (4), 521-527 (2001).
13. G. Jasdzewski, G. Strangman, J. Wagner, K. K. Kwong, R. A. Poldrack, and D. A. Boas, " Differences in the hemodynamic response to event-related motor and visual paradigms as measured by near-infrared spectroscopy., " Neuroimage 20 (1), 479-488 (2003).
14. G. Strangman, J. P. Culver, J. H. Thompson, and D. A. Boas, " A quantitative comparison of simultaneous BOLD fMRI and NIRS recordings during functional brain activation., " Neuroimage 17 (2), 719-731 (2002).
15. C. Hock, K. Villringer, F. Muller-Spahn, R. Wenzel, H. Heekeren, S. Schuh-Hofer, M. Hofmann, S. Minoshima, M. Schwaiger, U. Dirnagl, and A. Villringer, " Decrease in parietal cerebral hemoglobin oxygenation during performance of a verbal fluency task in patients with Alzheimer's disease monitored by means of near-infrared spectroscopy (NIRS)-correlation with simultaneous rCBF-PET measurements., " Brain Res. 755 (2), 293-303 (1997).
16. M. A. Franceschini, S. Fantini, J. H. Thomspon, J. P. Culver, and D. A. Boas, " Hemodynamic evoked response of the sensorimotor cortex measured noninvasively with near-infrared optical imaging., " Psychophysiology 40 (4), 548-560 (2003).
17. A. Watanabe and T. Kato, " Cerebrovascular response to cognitive tasks in patients with schizophrenia measured by near-infrared spectroscopy., " Schizophr Bull. 30 (2), 435-444 (2004).
18. A. Watanabe, K. Matsuo, N. Kato, and T. Kato, " Cerebrovascular response to cognitive tasks and hyperventilation measured by multi-channel near-infrared spectroscopy., " J. Neuropsychiatry Clin. Neurosci. 15 (4), 442-449 (2003).
19. G. Morren, M. Wolf, P. Lemmerling, U. Wolf, J. H. Choi, E. Gratton, L. De Lathauwer, and S. Van Huffel, " Detection of fast neuronal signals in the motor cortex from functional near infrared spectroscopy measurements using independent component analysis., " Med. Biol. Eng. Comput. 42 (1), 92-99 (2004).
20. M. A. Franceschini and D. A. Boas, " Noninvasive measurement of neuronal activity with near-infrared optical imaging., " Neuroimage 21 (1), 372-386 (2004).
21. J. Steinbrink, F. C. D. Kempf, A. Villringer, and H. Obrig, " The fast optical signal-robust or elusive when noninvasively measured in the human adult?, " Neuroimage 26 (4), 996-1008 (2005).
22. P. W. McCormick, M. Stewart, M. G. Goetting, M. Dujovny, G. Lewis, and J. I. Ausman, " Noninvasive cerebral optical spectroscopy for monitoring cerebral oxygen delivery and hemodynamics., " Clin. Crit. Care Med. 19 (1), 89-97 (1991).
23. P. W. McCormick, M. Stewart, G. Lewis, M. Dujovny, and J. I. Ausman, " Intracerebral penetration of infrared light., " J. Neurosurg. 76 (2), 315-318 (1992).
24. M. Kohl-Bareis, H. Obrig, K. Steinbrink, K. Malak, K. Uludag, and A. Villringer, " Noninvasive monitoring of cerebral blood flow by a dye bolus method: separation of brain from skin and skull signals., " J. Biomed. Opt. 7 (3), 464-470 (2002).
25. A. C. Guyton and J. E. Hall, Textbook of Medical Physiology, Saunders (2005).
26. M. A. Franceschini, D. A. Boas, A. Zourabian, S. G. Diamond, S. Nadgir, D. W. Lin, J. B. Moore, and S. Fantini, " Near-infrared spiroximetry: noninvasive measurements of venous saturation in piglets and human subjects., " J. Appl. Physiol. 92 (1), 372-384 (2002).
27. M. Manoach, S. Gitter, I. M. Levinger, and S. Stricker, " On the origin of respiratory waves in circulation., " Eur. J. Physiol. 325 (1), 40-60 (1971).
28. G. I. Kositskii, " Respiratory waves of blood pressure in human subjects., " Bull. Exp. Biol. Med. 45 (2), 154-157 (1958).
29. M. B. Visscher, A. Rupp, and F. H. Scott, " The respiratory wave in arterial blood pressure., " Am. J. Physiol. 70 (3), 586-606 (1924).
30. H. Obrig, M. Neufang, R. Wenzel, M. Kohl, J. Steinbrink, K. Einhaupl, and A. Villringer, " Spontaneous low frequency oscillations of cerebral hemodynamics and metabolism in human adults., " Neuroimage 12 (6), 623-639 (2000).
31. G. Gratton and P. M. Corballis, " Removing the heart from the brain: compensation for the pulse artifact in the photon migration signal., " Psychophysiology 32 (3), 292-299 (1995).
32. V. Kolehmainen, S. Prince, S. R. Arridge, and J. P. Kaipio, " State-estimation approach to the nonstationary optical tomography problem., " J. Opt. Soc. Am. A 20 (5), 876-879 (2003).
33. S. Prince, V. Kolehmainen, J. P. Kaipio, M. A. Franceschini, D. Boas, and S. R. Arridge, " Time-series estimation of biological factors in optical diffusion tomography., " Phys. Med. Biol. 48 (11), 1491-1504 (2003).
34. Y. H. Zhang, D. H. Brooks, M. A. Franceschini, and D. A. Boas, " Eigenvector-based spatial filtering for reduction of physiological interference in diffuse optical imaging., " J. Biomed. Opt. 10 (1) (2005).
35. R. B. Saager and A. J. Berger, " Direct characterization and removal of interfering absorption trends in two-layer turbid media., " J. Opt. Soc. Am. A 22 (9), 1874-1882 (2005).
36. Q. Zhang, E. N. Brown, and G. E. Strangman, " Adaptive filtering to removal global interference in evoked brain activity detection: a human subject case study., " J. Biomed. Opt. 12 (4), 044014 (2006).
37. A. M. Siegel, J. J. A. Marota, and D. A. Boas, " Design and evaluation of a continuous-wave diffuse optical tomography system., " Opt. Express 4, 287-298 (1999).
38. D. A. Boas, T. Gaudette, G. Strangman, X. Cheng, J. J. A. Marota, and J. B. Mandeville, " The accuracy of near infrared spectroscopy and imaging during focal changes in cerebral hemodynamics., " Neuroimage 13, 76-90 (2001).
39. G. Strangman, M. A. Franceschini, and D. A. Boas, " Factors affecting the accuracy of near-infrared spectroscopy concentration calculations for focal changes in oxygenation parameters., " Neuroimage 18 (4), 865-879 (2003).
40. D. T. Delpy, M. Cope, and P. van der Zee, " Estimation of optical pathlength through tissue from direct time of flight measurement., " Phys. Med. Biol. 33, 1433-1442 (1988).
41. A. Villringer and B. Chance, " Non-invasive optical spectroscopy and imaging of human brain function., " Trends Neurosci. 20 (10), 435-442 (1997).