Adaptive hemodynamic response function to optimize differential temporal information of hemoglobin signals in functional near-infrared spectroscopy

2012 ICME International Conference on Complex Medical Engineering, CME 2012 Proceedings

Volumn , Issue , 2012, Pages 788-792

  Sano, Toshifumi ^a   Tsuzuki, Daisuke ^a   Dan, Ippeita ^a   Dan, Haruka ^a   Yokota, Hidenori ^a   Oguro, Keiji ^a   Watanabe, Eiju ^a  

^a JICHI MEDICAL UNIVERSITY   (Japan)

Author keywords

Block design paradigm; Diffused optical imaging; Neuroimaging; Optical topography; Statistical parametric mapping

Indexed keywords

ACTIVATION PATTERNS; ADAPTIVE METHODS; ANALYTICAL METHOD; BLOCK-DESIGN PARADIGM; FUNCTIONAL ACTIVATION; FUNCTIONAL IMAGING; FUNCTIONAL-NEAR INFRARED; GENERAL LINEAR MODELS; HEMODYNAMIC RESPONSE FUNCTIONS; HUMAN BRAIN FUNCTIONS; LEFT HEMISPHERE; OPTICAL IMAGING; OPTICAL TOPOGRAPHY; SCIENTIFIC LITERATURE; STATISTICAL PARAMETRIC MAPPING; TECHNICAL CHALLENGES; TEMPORAL ANALYSIS; TEMPORAL INFORMATION; TEMPORAL PROFILE; TEMPORAL STRUCTURES; TWO PARAMETER;

BIOMEDICAL ENGINEERING; HEMOGLOBIN; NEUROIMAGING; REGRESSION ANALYSIS;

OPTIMIZATION;

EID: 84867641443     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCME.2012.6275739     Document Type: Conference Paper

References (23)

1. H. Obrig, and A. Villringer, "Beyond the visible-imaging the human brain with light," J. Cereb. Blood Flow Metab., vol. 23, pp. 1-18, 2003.
2. M. Cope, D. T. Delpy, E. O. Reynolds, S. Wray, J. Wyatt, and P. van der Zee, "Methods of quantitating cerebral near infrared spectroscopy data," Adv. Exp. Medicine Biol., vol. 222, pp. 183-189, 1998.
3. A. Maki, Y. Yamashita, Y. Ito, E. Watanabe, Y. Mayanagi, and H. Koizumi, "Spatial and temporal analysis of human motor activity using noninvasive NIR topography," Med. Phys., vol. 22, pp. 1997-2005, 1995.
4. C. J. Price, J. T. Devlin, C. J. Moore, C. Morton, and A. R. Laird, "Meta-analyses of object naming: effect of baseline," Human Brain Mapp., vol. 25, pp. 70-82, 2005.
5. M. L. Schroeter, M. M. Bücheler, K. Müller, K. Uludag, H. Obrig, G. Lohmann, M. Tittgemeyer, A. Villringer, D. Y. von Cramon, "Towards a standard analysis for functional near-infrared imaging," Neuroimage vol. 21, pp. 283-290, 2004.
6. P. H. Koh, D. E. Glaser, G. Flandin, S. Kiebel, B. Butterworth, A. Maki, D. T. Delpy, C. E. Elwell, "Functional optical signal analysis: a software tool for near-infrared spectroscopy data processing incorporating statistical parametric mapping," J. Biomed. Opt., vol. 12, pp. 064010, Nov 2007.
7. G. M. Boynton, S. A. Engel, G. H. Glover, D. J. Heeger, "Linear systems analysis of functional magnetic resonance imaging in human V1," J. Neurosci., vol. 16, pp. 4207-21, Jul 1996.
8. K. J. Friston, P. Fletcher, O. Josephs, A. Holmes, M. D. Rugg, and R. Turner. "Event-related fMRI: Characterizing differential responses," Neuroimage, vol. 7, pp. 30-40, 1998.
9. A. Moriai-Izawaa, H. Dan, I. Dan, T. Sano, K. Oguro, H. Yokota, D. Tsuzuki, and E. Watanabe, "Multichannel fNIRS assessment of overt and covert confrontation naming," Brain Lang., in press
10. D. Tsuzuki, V. Jurcak, A. K. Singh, M. Okamoto, E. Watanabe, and I. Dan, "Virtual spatial registration of stand-alone fNIRS data to MNI space," Neuroimage, vol. 34, pp. 1506-1518, 2007.
11. A. K. Singh, M. Okamoto, H. Dan, V. Jurcak, and I. Dan, "Spatial registration of multichannel multi-subject fNIRS data to MNI space without MRI," Neuroimage, vol. 27, pp. 842-51, Oct 2005.
12. D. W. Shattuck, M. Mirza, V. Adisetiyo, C. Hojatkashani, G. Salamon, K. L., Narr, R. A. Poldrack, R. M. Bilder, and A. W. Toga,Construction of a 3D probabilistic atlas of human cortical structures. Neuroimage, vol. 39, pp. 1064-1080, Feb 2008.
13. M. M. Plichta, S. Heinzel, A. C. Ehlis, P. Pauli, A. J. Fallgatter, "Model-based analysis of rapid event-related functional near-infrared spectroscopy (NIRS) data: a parametric validation study". Neuroimage, vol. 35, pp. 625-634, 2007.
14. K. J. Worsley, and K. J. Friston, "Analysis of fMRI time-series revisited - again," NeuroImage, vol. 2, pp. 173-181, 1995.
15. K. E. Jang, S. Tak, J. Jung, J. Jang, Y. Jeong, and J. C. Ye, "Wavelet minimum description length detrending for near-infrared spectroscopy,". J. Biomed. Opt., vol. 14, pp. 034004, 2009.
16. K. J. Friston, O. Josephs, E. Zarahn, A. P. Holmes, S. Rouquette, and J. Poline, "To smooth or not to smooth? Bias and efficiency in fMRI time-series analysis," Neuroimage, vol. 12, pp. 196-208, 2000.
17. J. C. Ye, S. Tak, K. E., Jang, J. Jung, and J. Jang, "NIRS-SPM: statistical parametric mapping for near-infrared spectroscopy," Neuroimage, vol. 44, pp. 428-447, 2009.
18. E. Bullmore, M. Brammer, S. C. Williams, S. Rabe-Hesketh, N. Janot, A. David, J. Mellers, R. Howard, and P. Sham, "Statistical methods of estimation and inference for functional MR image analysis," Magn. Reson. Med., vol. 35, pp. 261-277, Feb 1996.
19. E. T. Bullmore, S. Rabe-Hesketh, R. G., Morris, S. C. Williams, L. Gregory, J. A. Gray, and M. J. Brammer, "Functional magnetic resonance image analysis of a large-scale neurocognitive network," Neuroimage, vol. 4, pp. 16-33, Aug 1996.
20. A. K. Singh, L. Clowney, M. Okamoto, J. B. Cole, and I. Dan, "Scope of resampling-based tests in fNIRS neuroimaging data analysis," Statistica Sinica, vol. 18, pp. 1519-1534, 2008.
21. M. Vigneau, V. Beaucousin, P. Y. Herve, H. Duffau, F. Crivello, O. Houde, B. Mazoyer, N. Tzourio-Mazoyer, "Meta-analyzing left hemisphere language areas: phonology, semantics, and sentence processing," Neuroimage, vol. 30, pp. 1414-1432, May 2006.
22. 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, vol. 18, pp. 865-879, 2003.
23. T. Takahashi, Y. Takikawa, R. Kawagoe, S. Shibuya, T. Iwano, and S. Kitazawa, "Influence of skin blood flow on near-infrared spectroscopy signals measured on the forehead during a verbal fluency task," Neuroimage, vol. 57, pp. 991-1002, Aug 2011.