Human performance assessment using fNIR

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 5797, Issue , 2005, Pages 158-169

  Son, Il Young ^a   Guhe, Markus ^a   Gray, Wayne D ^a   Yazici, Birsen ^a   Schoelles, Michael J ^a  

^a RENSSELAER POLYTECHNIC INSTITUTE   (United States)

Author keywords

Computational Cognitive Modeling; fNIR; Workload

Indexed keywords

COMPUTATIONAL COGNITIVE MODELING; FNIR; OXYGENATION; WORKLOAD;

BLOOD; COGNITIVE SYSTEMS; COMPUTATIONAL COMPLEXITY; COMPUTER SIMULATION; HEMODYNAMICS; MATHEMATICAL MODELS;

INFRARED RADIATION;

EID: 27544480770     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.604138     Document Type: Conference Paper

References (23)

1. D. de Waard, The measurement of drivers' mental workload. PhD thesis, University of Groningen, 1996.
2. R. D. O'Donnell and F. T. Eggemeier, "Workload assessment methodology," in Handbook of perception and human performance, K. R. Boff, L. Kaufman, and J. P. Thomas, eds., 2, pp. 1-49, Wiley, New York, 1986.
3. C. D. Wickens, "Multiple resources and performance prediction," Theoretical Issues in Ergonomics Science 3(2), pp. 159-177, 2002.
4. W. W. Wierwille, M. Rahimi, and J. G. Casali, "Evaluation of 16 measures of mental workload using a simulated flight task emphasizing mediational activity," Human Factors 27(5), pp. 489-502, 1985.
5. D. Boas, D. Brooks, E. Miller, C. DiMarzio, M. Kilmer, R. Gaudette, and Q. Zhang, "Imaging the body with diffuse optical tomography," IEEE Signal Processing Magazine 18(6), pp. 57-75, 2001.
6. A. A. Baird, J. Kagan, T. Gaudette, K. A. Walz, N. Portman, and D. A. Boas, "Frontal lobe activation during object permanence: Data from near-infrared spectroscopy." NeuroImage 16, pp. 1120-1126, 2002.
7. Y. Hoshi, "Functional near-infrared optical imaging: Utility and limitations in human brain mapping," Psychophysiology 40, pp. 511-520, 2003.
8. R. W. Picard, Affective Computing, MIT Press, Cambridge, MA, 1997.
9. J. R. Anderson and C. Lebiere, The Atomic Components of Thought, Lawrence Erlbaum Associates, Mahwah, NJ, 1998.
10. K. Izzetoglu, S. Bunce, B. Onaral, K. Pourrezaei, and B. Chance, "Functional optical brain imaging using near-infrared during cognitive tasks," International Journal of Human-Computer Studies 17(2), pp. 211-227, 2004.
11. F. F. Jobsis, "Noninvasive, infrared monitoring of cerebral and myocardial oxygen sufficiency and circulatory parameters," Science 198, pp. 1264-1267, 1977.
12. X. Intes, C. Maloux, M. Guven, B. Yazici, and B. Chance, "Diffuse optical tomography with physiological and spatial a priori constraints," Physics in Medicine and Biology 49, pp. N155-N163, 2004.
13. V. Ntziachristos, A. H. Hielscher, A. G. Yodh, and B. Chance, "Diffuse optical tomography of highly heterogeneous media," IEEE Transactions on Medical Imaging 20(6), pp. 470-478, 2001.
14. B. Chance, E. Anday, S. Nioka, S. Zhou, L. Hong, K. Worden, C. Li, T. Murray, Y. Ovetsky, D. Pidikiti, and R. Thomas, "A novel method for fast imaging of brain function, non-invasively, with light," Optical Express 2(10), pp. 411-423, 1998.
15. A. Villringer and B. Chance, "Non-invasive optical spectroscopy and imaging of human brain function," Trends Neurosci. 20(10), pp. 435-442, 1997.
16. T. Kusaka, K. Kawada, K. Okubo, K. Nagano, M. Namba, H. Okada, T. Imai, K. Isobe, and S. Itoh, "Noninvasive optical imaging in the visual cortex in young infants," Human Brain Mapping 22, pp. 122-132, 2004.
17. A. Yodh and B. Chance, "Spectroscopy and imaging with diffusing light," Physics Today 48(3). pp. 34-40, 1995.
18. M. Cope and D. Delpy, "System for long-term measurement of cerebral blood flow and tissue oxygenation on newborn infants by infra-red transillumination," Med. Biol. Eng. Comput. 28, pp. 289-294, 1988.
19. D. A. Boas, T. Gaudette, G. Strangman, X. Cheng, J. J. Marota, and J. B. Mandeville, "The accuracy of near infrared spectroscopy and imaging during focal changes in cerebral hemodynamics," NeuroImage 13, pp. 76-90, 2000.
20. M. Guhe, W. Liao, Z. Zhu, Q. Ji, W. D. Gray, and M. J. Schoelles, "Non-intrusive measurement of workload in real-time," subm. Submitted.
21. C. Goutte, P. Toft, E. Rostrup, F. Nielsen. and L. Hansen, "On clustering fmri time series," Neuraoimage 9(3), pp. 298-310, 1999.
22. C. Goutte, L. K. Hansen, M. G. Liptrot, and E. Rostrup, "Feature-space clustering for fmri meta-analysis," Human Brain Mapping 13, pp. 165-183, 2001.
23. M. H. Kutner, C. J. Nachtsheim, and J. Neter, Applied Linear Regression Models, McGraw-Hill Irwin, 4 ed., 2004.