Reducing motion artifacts for long-term clinical NIRS monitoring using collodion-fixed prism-based optical fibers

NeuroImage

Volumn 85, Issue , 2014, Pages 192-201

  Yücel, Meryem A ^a,b   Selb, Juliette ^a,b   Boas, David A ^a,b   Cash, Sydney S ^a   Cooper, Robert J ^a,b,c  

^a MASSACHUSETTS GENERAL HOSPITAL   (United States)

^b HARVARD MEDICAL SCHOOL   (United States)

^c UNIVERSITY COLLEGE LONDON   (United Kingdom)

Author keywords

Epilepsy; Motion artifact; Near infra red spectroscopy

Indexed keywords

GLASS FIBER; PYROXYLIN;

ADHESION; ADULT; ARTICLE; ARTIFACT REDUCTION; CASE REPORT; CLINICAL ASSESSMENT; CONTROLLED STUDY; CONVALESCENCE; DEOXYGENATION; DISEASE DURATION; FEMALE; HUMAN; LEFT HEMISPHERE; MALE; MIDDLE AGED; MOTOR CONTROL; NEAR INFRARED SPECTROSCOPY; PRIORITY JOURNAL; PRISM; RIGHT HEMISPHERE; SEIZURE; SIGNAL NOISE RATIO;

EPILEPSY; MOTION ARTIFACT; NEAR-INFRA RED SPECTROSCOPY;

ADULT; ALGORITHMS; ARTIFACTS; COLLODION; ELECTROENCEPHALOGRAPHY; EPILEPSY; FEMALE; FIBER OPTIC TECHNOLOGY; FUNCTIONAL NEUROIMAGING; HEMOGLOBINS; HUMANS; INPATIENTS; MALE; MIDDLE AGED; MOTION; OPTICAL FIBERS; OXYGEN; SEIZURES; SPECTROSCOPY, NEAR-INFRARED; WAVELET ANALYSIS;

EID: 84889674362     PISSN: 10538119     EISSN: 10959572     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2013.06.054     Document Type: Article

References (47)

1. Boas D.A., Strangman G., Culver J.P., Hoge R.D., Jasdzewski G., Poldrack R.A., Rosen B.R., Mandeville J.B. Can the cerebral metabolic rate of oxygen be estimated with near-infrared spectroscopy?. Phys. Med. Biol. 2003, 48(15):2405-2418.
2. Boas D., Dale A.M., Franceschini M.A. Diffuse optical imaging of brain activation: approaches to optimizing image sensitivity, resolution and accuracy. Neuroimage 2004, 23:S275-S288.
3. Brainard D.H. The psychophysics toolbox. Spat. Vis. 1997, 10:433-436.
4. Buxton R.B. Interpreting oxygenation-based neuroimaging signals: the importance and the challenge of understanding brain oxygen metabolism. Front. Neuroenerg. Jun 17 2010, 2:8.
5. Cooper R.J., Hebden J.C., O'Reilly H., Mitra S., Michell A.W., Everdell N., Gibson A.P., Austin T. Transient haemodynamic events in neurologically compromised infants: a simultaneous EEG and diffuse optical imaging study. Neuroimage 2011, 55(4):1610-1616.
6. Cooper R.J., Caffini M., Dubb J., Fang Q., Custo A., Tsuzuki D., Fischl B., Wells W., Dan I., Boas D.A. Validating atlas-guided DOT: a comparison of diffuse optical tomography informed by atlas and subject-specific anatomies. Neuroimage 2012, 62(3):1999-2006.
7. Cooper R.J., Selb J., Gagnon L., Phillip D., Schytz H.W., Iversen H.K., Ashina M., Boas D.A. A systematic comparison of motion artifact correction techniques for functional near-infrared spectroscopy. Front. Neurosci. 2012, 6:147.
8. Cope M., Deply D.T. System for long-term measurement of cerebral blood flow and tissue oxygenation on newborn infants by infrared transillumination. Med. Biol. Eng. Comput. 1998, 26:289-294.
9. Coyle S.M., Ward T.E., Markham C.M. Brain-computer interface using a simplified functional near-infrared spectroscopy system. J. Neural Eng. 2007, 4(3):219-226.
10. Deply D.T., Cope M., van der Zee P., Arridge S., Wray S., Wyatt J. Estimation of optical pathlength through tissue from direct time of light measurement. Phys. Med. Biol. 1988, 33:1433-1442.
11. Franceschini M.A., Joseph D.K., Huppert T.J., Diamond S.G., Boas D.A. Diffuse optical imaging of the whole head. J. Biomed. Opt. 2006, 11(5):054007.
12. Gagnon L., Perdue K., Greve D.N., Goldenholz D., Kaskhedikar G., Boas D.A. Improved recovery of the hemodynamic response in diffuse optical imaging using short optode separations and state-space modeling. Neuroimage 2011, 56(3):1362-1371.
13. Gallagher A., Lassonde M., Bastien D., Vannasing P., Lesage F., Grova C., Bouthillier A., Carmant L., Lepore F., Béland R., Nguyen D.K. Non-invasive pre-surgical investigation of a 10year-old epileptic boy using simultaneous EEG-NIRS. Seizure 2008, 17(6):576-582.
14. Giacometti P., Diamond S.G. Compliant head probe for positioning electroencephalography electrodes and near-infrared spectroscopy optodes. J. Biomed. Opt. 2013, 18(2):27005.
15. 2 on cerebral blood volume, blood flow, and vascular mean transit time. Stroke 1974, 5(5):630-639.
16. Hock C., Villringer K., Muller-Spahn F., Hofmann M., Schuh-Hofer S., Heekeren H., Wenzel R., Dirnagl U., Villringer A. Near infrared spectroscopy in the diagnosis of Alzheimer's disease. Ann. N. Y. Acad. Sci. 1996, 777:22-29.
17. Hoge R.D., Franceschini M.A., Covolan R.J., Huppert T., Mandeville J.B., Boas D.A. Simultaneous recording of task-induced changes in blood oxygenation, volume, and flow using diffuse optical imaging and arterial spin-labeling MRI. Neuroimage 2005, 25(3):701-707.
18. Homae F., Watanabe H., Nakano T., Taga G. Large-scale brain networks underlying language acquisition in early infancy. Front. Psychol. 2011, 2:93.
19. Huppert T.J., Diamond S.G., Franceschini M.A., Boas D.A. HomER: a review of time-series analysis methods for near-infrared spectroscopy of the brain. Appl. Opt. 2009, 48(10):D280-D298.
20. Irani F., Platek S.M., Bunce S., Ruocco A.C., Chute D. Functional near infrared spectroscopy (fNIRS): an emerging neuroimaging technology with important applications for the study of brain disorders. Clin. Neuropsychol. 2007, 21(1):9-37.
21. Izzetoglu M., Chitrapu P., Bunce S., Onaral B. Motion artifact cancellation in NIR spectroscopy using discrete Kalman filtering. Biomed. Eng. Online 2010, 9:16. (9).
22. Jobsis F.F. Noninvasive infrared monitoring of cerebral and myocardial sufficiency and circulatory parameters. Science 1977, 198(4323):1264-1267.
23. Khan B., Wildey C., Francis R., Tian F., Delgado M.R., Liu H., Macfarlane D., Alexandrakis G. Improving optical contact for functional near-infrared brain spectroscopy and imaging with brush optodes. Biomed. Opt. Express 2012, 3(5):878-898.
24. Koch S.P., Habermehl C., Mehnert J., Schmitz C.H., Holtze S., Villringer A., Steinbrink J., Obrig H. High-resolution optical functional mapping of the human somatosensory cortex. Front. Neuroenerg. 2010, 2:12.
25. Lareau E., Lesage F., Pouliot P., Nguyen D., Le Lan J., Sawan M. Multichannel wearable system dedicated for simultaneous electroencephalography/near-infrared spectroscopy real-time data acquisitions. J. Biomed. Opt. 2011, 16(9).
26. Lloyd-Fox S., Blasi A., Elwell C.E. Illuminating the developing brain: the past, present and future of functional near infrared spectroscopy. Neurosci. Biobehav. Rev. 2010, 34(3):269-284.
27. Mesquita R.C., Durduran T., Yu G., Buckley E.M., Kim M.N., Zhou C., Choe R., Sunar U., Yodh A.G. Direct measurement of tissue blood flow and metabolism with diffuse optics. Philos. Transact. A Math. Phys. Eng. Sci. 2011, 369(1955):4390-4406.
28. Molavi B., Dumont G.A. Wavelet-based motion artifact removal for functional near-infrared spectroscopy. Physiol. Meas. 2012, 33(2):259-270.
29. Obrig H., Israel H., Kohl-Bareis M., Uludag K., Wenzel R., Müller B., Arnold G., Villringer A. Habituation of the visually evoked potential and its vascular response: implications for neurovascular coupling in the healthy adult. Neuroimage 2002, 17(1):1-18.
30. Okada F., Tokumitsu Y., Hoshi Y., Tamura M. Impaired interhemispheric integration in brain oxygenation and hemodynamics in schizophrenia. Eur. Arch. Psychiatry Clin. Neurosci. 1994, 244(1):17-25.
31. Raichle M.E., MacLeod A.M., Snyder A.Z., Powers W.J., Gusnard D.A., Shulman G.L. A default mode of brain function. Proc. Natl. Acad. Sci. U. S. A. 2001, 98:676-682.
32. Robertson F.C., Douglas T.S., Meintjes E.M. Motion artifact removal for functional near infrared spectroscopy: a comparison of methods. IEEE Trans. Biomed. Eng. 2010, 57(6):1377-1387.
33. Roche-Labarbe N., Zaaimi B., Berquin P., Nehlig A., Grebe R., Wallois F. NIRS-measured oxy- and deoxyhemoglobin changes associated with EEG spike-and-wave discharges in children. Epilepsia 2008, 49(11):1871-1880.
34. Sakatani K., Katayama Y., Yamamoto T., Suzuki S. Changes in cerebral blood oxygenation of the frontal lobe induced by direct electrical stimulation of thalamus and globus pallidus: a near infrared spectroscopy study. J. Neurol. Neurosurg. Psychiatry 1999, 67(6):769-773.
35. Scholkmann F., Spichtig S., Muehlemann T., Wolf M. How to detect and reduce movement artifacts in near-infrared imaging using moving standard deviation and spline interpolation. Physiol. Meas. 2010, 31(5):649-662.
36. Siegel A.M., Culver J.P., Mandeville J.B., Boas D.A. Temporal comparison of functional brain imaging with diffuse optical tomography and fMRI during rat forepaw stimulation. Phys. Med. Biol. 2003, 48(10):1391-1403.
37. Strangman G., Boas D.A., Sutton J.P. Non-invasive neuroimaging using near-infrared light. Biol. Psychiatry 2002, 52(7):679-693.
38. Sweeney K.T., Ayaz H., Ward T.E., Izzetoglu M., McLoone S.F., Onaral B.A. Methodology for validating artifact removal techniques for fNIRS. Conf Proc IEEE Eng Med Biol Soc 2011, 4943-4946.
39. Takeuchi M., Hori E., Takamoto K., Tran A.H., Satoru K., Ishikawa A., Ono T., Endo S., Nishijo H. Brain cortical mapping by simultaneous recording of functional near infrared spectroscopy and electroencephalograms from the whole brain during right median nerve stimulation. Brain Topogr. 2009, 22:197-214.
40. Torricelli A., Pifferi A., Taroni P., Giambattistelli E., Cubeddu R. In vivo optical characterization of human tissues from 610 to 1010nm by time-resolved reflectance spectroscopy. Phys. Med. Biol. 2001, 46(8):2227-2237.
41. Vernieri F., Rosato N., Pauri F., Tibuzzi F., Passarelli F., Rossini P.M. Near infrared spectroscopy and transcranial Doppler in monohemispheric stroke. Eur. Neurol. 1999, 41(3):159-162.
42. Watanabe E., Nagahori Y., Mayanagi Y. Focus diagnosis of epilepsy using near-infrared spectroscopy. Epilepsia 2002, 43:50-55.
43. Welch P.D. The use of fast Fourier transform for the estimation of power spectra: a method based on time averaging over short, modified periodograms. IEEE Trans. Audio Electroacoust. 1967, AU-15:70-73.
44. White B.R., Culver J.P. Quantitative evaluation of high-density diffuse optical tomography: in vivo resolution and mapping performance. J. Biomed. Opt. 2010, 15(2):026006.
45. Young B., Blais R., Campbell V., Covacich D., Demelo J., Leitch G., MacKenzie J., Schieven J. Vapors from collodion and acetone in an EEG laboratory. J. Clin. Neurophysiol. 1993, 10(1):108-110.
46. Zhang Y., Brooks D.H., Franceschini M.A., Boas D.A. Eigenvector-based spatial filtering for reduction of physiological interference in diffuse optical imaging. J. Biomed. Opt. 2005, 10:11014.
47. Zhang Q., Brown E.N., Strangman G.E. Adaptive filtering for global interference cancellation and real-time recovery of evoked brain activity: a Monte Carlo simulation study. J. Biomed. Opt. 2007, 12(4):044014.