Motion tracking and electromyography assist the removal of mirror hand contributions to fNIRS images acquired during a finger tapping task performed by children with cerebral palsy

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Volumn 8565, Issue , 2013, Pages

  Hervey, Nathan ^a   Khan, Bilal ^a   Shagman, Laura ^b   Tian, Fenghua ^a   Delgado, Mauricio R ^c   Tulchin Francis, Kirsten ^c   Shierk, Angela ^c   Smith, Linsley ^c   Reid, Dahlia ^c   Clegg, Nancy J ^c   Liu, Hanli ^a   MacFarlane, Duncan ^b   Alexandrakis, George ^a  

^a UNIVERSITY OF TEXAS AT ARLINGTON   (United States)

^b UNIVERSITY OF TEXAS AT DALLAS   (United States)

^c TEXAS SCOTTISH RITE HOSPITAL FOR CHILDREN   (United States)

Author keywords

Cerebral palsy; Functional near infrared spectroscopy; General linear model; Rehabilitation

Indexed keywords

CEREBRAL PALSY; CHILDREN WITH CEREBRAL PALSIES; CORTICAL ACTIVITY; ELECTROMYOGRAPHY (EMG); FINGER TAPPING TASKS; FUNCTIONAL NEAR-INFRARED SPECTROSCOPIES; FUNCTIONAL NEAR-INFRARED SPECTROSCOPY (FNIRS); GENERAL LINEAR MODELS;

ACTIVATION ANALYSIS; DISEASES; IMAGING TECHNIQUES; MIRRORS; MUSCLE; PATIENT REHABILITATION;

ELECTROMYOGRAPHY;

EID: 84878186960     PISSN: 16057422     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.2004352     Document Type: Conference Paper

References (35)

1. D. Damiano, M. Abel, M. Romness et al., "Comparing functional profiles of children with hemiplegic and diplegic cerebral palsy in GMFCS Levels I and II: Are separate classifications needed?," Dev. Med. Child Neurol., 48(10), 797-803 (2006).
2. B. Khan, F. Tian, K. Behbehani et al., "Identification of abnormal motor cortex activation patterns in children with cerebral palsy by functional near-infrared spectroscopy," J. Biomed. Opt., 15(3), 036008 (2010).
3. J. P. Phillips, K. J. Sullivan, P. A. Burtner et al., "Ankle dorsiflexion fMRI in children with cerebral palsy undergoing intensive body-weight-supported treadmill training: a pilot study," Developmental Medicine & Child Neurology, 49(1), 39-44 (2007).
4. F. Pilato, M. Dileone, F. Capone et al., "Unaffected motor cortex remodeling after hemispherectomy in an epileptic cerebral palsy patient. A TMS and fMRI study," Epilepsy Res., 85(2-3), 243-51 (2009).
5. A. Van de Winckel, K. Klingels, F. Bruyninckx et al., "How does brain activation differ in children with unilateral cerebral palsy compared to typically developing children, during active and passive movements, and tactile stimulation? An fMRI study," Res. Dev. Disabil., 34(1), 183-97 (2013).
6. W. Yun, J. Zhen, L. Ke et al., "Effect of Acupuncture on the Brain in Children With Spastic Cerebral Palsy Using Functional Neuroimaging (fMRI)," Journal of Child Neurology, 23(11), 1267-1274 (2008).
7. K. Takahashi, S. Ogata, Y. Atsumi et al., "Activation of the visual cortex imaged by 24-channel near-infrared spectroscopy," J. Biomed. Opt., 5(1), 93-96 (2000).
8. M. A. Franceschini, S. Fantini, J. H. Thompson et al., "Hemodynamic evoked response of the sensorimotor cortex measured noninvasively with near-infrared optical imaging," Psychophysiology, 40(4), 548-60 (2003).
9. F. Orihuela-Espina, D. R. Leff, D. R. James et al., "Quality control and assurance in functional near infrared spectroscopy (fNIRS) experimentation," Phys. Med. Biol., 55(13), 3701-24 (2010).
10. D. H. Burns, S. Rosendahl, D. Bandilla et al., "Near-infrared spectroscopy of blood plasma for diagnosis of sporadic Alzheimer's disease," J. Alzheimers Dis., 17(2), 391-7 (2009).
11. C. Terborg, K. Groschel, A. Petrovitch et al., "Noninvasive assessment of cerebral perfusion and oxygenation in acute ischemic stroke by near-infrared spectroscopy," Eur. Neurol., 62(6), 338-43 (2009).
12. F. Tian, M. R. Delgado, S. C. Dhamne et al., "Quantification of functional near infrared spectroscopy to assess cortical reorganization in children with cerebral palsy," Opt. Express, 18(25), 25973-86 (2010).
13. B. Yamagata, H. Tomioka, T. Takahashi et al., "Differentiating early and late-onset depression with multichannel near-infrared spectroscopy," Psychogeriatrics, 8(2), 79-87 (2008).
14. C. Casellato, S. Ferrante, M. Gandolla et al., "Simultaneous measurements of kinematics and fMRI: compatibility assessment and case report on recovery evaluation of one stroke patient," J. Neuroeng. Rehabil., 7, 49 (2010).
15. S. Holiga, H. E. Moller, T. Sieger et al., "Accounting for movement increases sensitivity in detecting brain activity in Parkinson's disease," PLoS One, 7(5), e36271 (2012).
16. M. M. Plichta, S. Heinzel, A. C. Ehlis et al., "Model-based analysis of rapid event-related functional nearinfrared spectroscopy (NIRS) data: A parametric validation study," NeuroImage, 35(2), 625-634 (2007).
17. J. P. Kuhtz-Buschbeck, L. K. Sundholm, A.-C. Eliasson et al., "Quantitative assessment of mirror movements in children and adolescents with hemiplegic cerebral palsy," Developmental Medicine & Child Neurology, 42(11), 728-736 (2000).
18. A.-C. Eliasson, L. Krumlinde-Sundholm, B. Rösblad et al., "The Manual Ability Classification System (MACS) for children with cerebral palsy: scale development and evidence of validity and reliability," Developmental Medicine & Child Neurology, 48(7), 549-554 (2006).
19. G. H. Klem, H. O. Luders, H. H. Jasper et al., "The ten-twenty electrode system of the International Federation. The International Federation of Clinical Neurophysiology," Electroencephalogr. Clin. Neurophysiol. Suppl., 52, 3-6 (1999).
20. M. A. Franceschini, D. K. Joseph, T. J. Huppert et al., "Diffuse optical imaging of the whole head," J. Biomed. Opt., 11(5), 054007 (2006).
21. C. Julien, "The enigma of Mayer waves: Facts and models," Cardiovasc. Res., 70(1), 12-21 (2006).
22. J. Selb, J. J. Stott, M. A. Franceschini et al., "Improved sensitivity to cerebral hemodynamics during brain activation with a time-gated optical system: analytical model and experimental validation," J. Biomed. Opt., 10(1), 11013 (2005).
23. N. M. Gregg, B. R. White, B. W. Zeff et al., "Brain specificity of diffuse optical imaging: improvements from superficial signal regression and tomography," Front. Neuroenergetics, 2, (2010).
24. G. Morren, U. Wolf, P. Lemmerling et al., "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), 92-9 (2004).
25. Y. Zhang, D. H. Brooks, M. A. Franceschini et al., "Eigenvector- based spatial filtering for reduction of physiological interference in diffuse optical imaging," J. Biomed. Opt., 10(1), 11014 (2005).
26. Q. Zhang, E. N. Brown, and G. E. Strangman, "Adaptive filtering for global interference cancellation and realtime recovery of evoked brain activity: a Monte Carlo simulation study," J. Biomed. Opt., 12(4), 044014 (2007).
27. B. Khan, C. Wildey, R. Francis et al., "Improving optical contact for functional nearinfrared brain spectroscopy and imaging with brush optodes," Biomed. Opt. Express, 3(5), 878-98 (2012).
28. T. J. Huppert, S. G. Diamond, M. A. Franceschini et al., "HomER: a review of time-series analysis methods for near-infrared spectroscopy of the brain," Appl. Opt., 48(10), D280-98 (2009).
29. B. Brooksby, S. Srinivasan, S. Jiang et al., "Spectral priors improve near-infrared diffuse tomography more than spatial priors," Opt. Lett., 30(15), 1968-70 (2005).
30. A. Li, Q. Zhang, J. P. Culver et al., "Reconstructing chromosphere concentration images directly by continuous-wave diffuse optical tomography," Opt. Lett., 29(3), 256-8 (2004).
31. M. A. Lindquist, J. Meng Loh, L. Y. Atlas et al., "Modeling the hemodynamic response function in fMRI: Efficiency, bias and mis-modeling," NeuroImage, 45(1, Supplement 1), S187-S198 (2009).
32. N. A. Lazar, The statistical analysis of functional MRI data. Springer, New York(2008).
33. K. J. Friston, A. P. Holmes, K. J. Worsley et al., "Statistical parametric maps in functional imaging: A general linear approach," Human Brain Mapping, 2(4), 189-210 (1994).
34. A. K. Singh, and I. Dan, "Exploring the false discovery rate in multichannel NIRS," NeuroImage, 33(2), 542-9 (2006).
35. Y. Maegaki, Y. Maeoka, S. Ishii et al., "Central motor reorganization in cerebral palsy patients with bilateral cerebral lesions," Pediatr. Res., 45(4 Pt 1), 559-67 (1999).