A methodology to improve estimation of stimulus-evoked hemodynamic response from fNIRS measurements

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

Volumn , Issue , 2011, Pages 785-788

  Scarpa, F ^a   Brigadoi, S ^a   Cutini, S ^a   Scatturin, P ^a   Zorzi, M ^a   Dellracqua, R ^a   Sparacino, G ^a  

^a UNIVERSITY OF PADOVA   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

ACCURATE ESTIMATION; AVERAGING TECHNIQUE; BAND PASS FILTERING; CEREBRAL CORTEX; COGNITIVE FUNCTIONS; CONTRAST TO NOISE RATIO; DATA SETS; FUNCTIONAL ACTIVITIES; FUNCTIONAL-NEAR INFRARED; HEART BEATS; HEMODYNAMIC RESPONSE; MOTOR TASKS; NEURO-IMAGING; NOISE COMPONENTS; NON-INVASIVE; NON-PARAMETRIC BAYESIAN; PEAK AMPLITUDE; PRE-PROCESSED DATA; PRE-PROCESSING; RANDOM DISTURBANCES; REFERENCE CHANNELS; SIMULATED DATA;

BAYESIAN NETWORKS; FREQUENCY BANDS; HEMODYNAMICS; MATHEMATICAL MODELS; PHYSIOLOGICAL MODELS; PRINCIPAL COMPONENT ANALYSIS;

ESTIMATION;

EID: 84055176413     PISSN: 1557170X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2011.6090180     Document Type: Conference Paper

References (18)

1. D. A. Boas, M. A. Franceschini, A. K. Dunn, and G. Strangman, "Noninvasive Imaging of Cerebral Activation with Diffuse Optical Tomography", in In Vivo Optical Imaging of Brain Function. E. D. (CRC Press), Chap 8, pp. 193-221, 2002.
2. S.C. Bunce, M. Izzetoglu, K. Izzetoglu, B. Onaral, K. Pourrezaei, "Functional Near-Infrared Spectroscopy". IEEE Eng. Med. Biol. Mag, vol. 25, pp. 54-62, 2006.
3. A. Sassaroli, S. Fantini "Comment on the modified Beer-Lambert law for scattering media". Phys. Med. Biol, vol 49, pp N255-N257, 2004.
4. J.J. Todd, R. Marois "Capacity limit of visual short-term memory in human posterior parietal cortex". Nature, vol. 428, pp. 751-754, 2004.
5. S. Cutini, P. Scatturin, E. Menon, P.S. Bisiacchi, L. Gamberini, M. Zorzi, R. Dell'Acqua "Selective activation of the superior frontal gyrus in task-switching: An event-related fNIRS study". NeuroImage, vol. 42, pp. 945-955, 2008.
6. G. Jasdzewski, G. Strangman, J. Wagner, K.K. Kwong, R.A., Poldrack, D.A. Boas "Differences in the hemodynamic response to event-related motor and visual paradigms as measured by nearinfrared spectroscopy". NeuroImage, vol. 20, pp. 479-488, 2003.
7. M.A. Franceschini, D.K. Joseph, T.J. Huppert, S.G. Diamond, D.A. Boas "Diffuse optical imaging of the whole head," J. Biomed. Opt. vol 11, 054007, 2006.
8. Q. Zhang, G.E. Strangman, G. Ganis "Adaptive filtering to reduce global interference in non-invasive NIRS measures of brain activation: How well and when does it work?". NeuroImage, vol. 45, pp. 788-794, 2009.
9. F.C. Robertson, T.S. Douglas, E.M. Meintjes, "Motion artifact removal for functional near infrared spectroscopy: a comparison of methods". IEEE Trans Biomed Eng vol. 56, pp. 1377-87, 2010.
10. R.B. Saager, N.L. Telleri, A.J. Berger, "Two-detector Corrected Near Infrared Spectroscopy (C-NIRS) detects hemodynamic activation responses more robustly than single-detector NIRS". Neuroimage, to be published.
11. G. Sparacino, S. Milani, E. Arslan, and C. Cobelli, "A Bayesian approach to estimate evoked potentials," Comput. Methods Programs Biomed, vol 68, pp. 233-248, 2002.
12. F. Scarpa, S. Cutini, P. Scatturin, R. Dell'Acqua, G. Sparacino "Bayesian filtering of human brain hemodynamic activity elicited by visual short-term maintenance recorded through functional nearinfrared spectroscopy (fNIRS)" Optics Express, vol 18, pp. 26550-26568, 2010.
13. P. Handel, "Evaluation of a standardized sine wave fit algorithm", Proc. IEEE NORSIG, 2000.
14. S. Cutini, F. Scarpa, P. Scatturin, P. Jolicoeur, P. Pluchino, M. Zorzi, R. Dell'Acqua "A hemodynamic correlate of lateralized visual shortterm memories". Neuropsychologia, to be published.
15. S. Cutini, P. Scatturin, M. Zorzi "A new method based on ICBM152 head surface for probe placement in multichannel fNIRS". Neuroimage, vol 54, pp. 919-927, 2011.
16. M. A. Lindquist, and T. D. Wager, "Validity and power in hemodynamic response modeling: a comparison study and a new approach," Hum. Brain Mapp, vol 28, pp. 764-784, 2007.
17. J. Virtanen, T. Noponen, P. Meriläinen, "Comparison of principal and independent component analysis in removing extracerebral interference from near-infrared spectroscopy signals". Journal of Biomedical Optics, vol. 14, pp. 054032, 2009.
18. H. Sato, M. Kiguchi, F. Kawaguchi, A. Maki, "Practicality of wavelength selection to improve signal-to-noise ratio in near-infrared spectroscopy". NeuroImage, vol 21, pp. 1554-1562, 2004.