THE EVOLUTION OF FIELD DEPLOYABLE fNIR SPECTROSCOPY FROM BENCH TO CLINICAL SETTINGS

KURTULUS IZZETOGLU; HASAN AYAZ; ANNA MERZAGORA; MELTEM IZZETOGLU; PATRICIA A. SHEWOKIS; SCOTT C. BUNCE; KAMBIZ POURREZAEI; ARYE ROSEN; BANU ONARAL

doi:10.1142/s1793545811001587

[1] F. F. Jobsis, Science 198(4323), 1264-1267 (1977).

[2] D. T. Delpy, M. C. Cope, E. B. Cady, J. S. Wyatt, P. A. Hamilton, P. L. Hope, S. Wray, E. O. Reynolds, Scand. J. Clin. Lab. Invest. Suppl. 188, 9-17 (1987).

[3] M. S. Patterson, B. Chance, B. C. Wilson, Appl. Opt. 28(12), 2331-2336 (1989).

[4] D. T. Delpy, M. Cope, P. van der Zee, S. Arridge, S. Wray, J. Wyatt, Phys. Med. Biol. 33(12), 1433-1442 (1988).

[5] J. B. Fishkin, E. Gratton, J. Opt. Soc. Am. A 10(1), 127-140 (1993).

[6] F. Okada, N. Takahashi, Y. Tokumitsu, J. Affect. Disord. 37(1), 13-21 (1996).

[7] A. Villringer, B. Chance, Trends Neurosci. 20(10), 435-442 (1997).

[8] H. Obrig, A. Villringer, Adv. Exp. Med. Biol. 413, 113-127 (1997).

[9] B. Chance, E. Anday, S. Nioka, S. Zhou, L. Hong, K. Worden, C. Li, T. Murray, Y. Ovetsky, D. Pidikiti, R. Thomas, Opt. Express 2(10), 411-423 (1998).

[10] G. Strangman, D. A. Boas, J. P. Sutton, Biol. Psychiatry 52, 676-693 (2002).

[11] D. Boas, J. Culver, J. Stott, A. Dunn, Opt. Express 10(3), 159-170 (2002).

[12] D. A. Boas, M. A. Franceschini, A. K. Dunn, G. Strangman, in In vivo Optical Imaging of Brain Function, R. D. Frostig, ed., CRC PRess, Boca Raton, FL, USA, pp. 192-221 (2002).

[13] B. Chance, E. Anday, S. Nioka, S. Zhou, L. Hong, K. Worden, C. Li, T. Murray, Y. Ovetsky, D. Pidikiti, R. Thomas, Opt. Express 2(10), 411-423 (1998).

[14] J. H. Meek, M. Firbank, C. E. Elwell, J. Atkinson, O. Braddick, J. S. Wyatt, Pediatr. Res. 43(6), 840-843 (1998).

[15] P. Zaramella, F. Freato, A. Amigoni, S. Salvadori, P. Marangoni, A. Suppjei, B. Schiavo, L. Chiandetti, Pediatr. Res. 49(2), 213-219 (2001).

[16] K. Sakatani, Y. Katayama, T. Yamamoto, S. Suzuki, J. Neurol. Neurosurg. Psychiatry 67(6), 769-773 (1999).

[17] E. Watanabe, A. Maki, F. Kawaguchi, Y. Yamashita, H. Koizumi, Y. Mayanagi, J. Biomed. Opt. 5(3), 287-290 (2000).

[18] C. Hock, K. Villringer, F. Muller-Spahn, M. Hofmann, S. Schuh-Hofer, H. Heekeren, R. Wenzel, U. Dirnagl, A. Villringer, Ann. N. Y. Acad. Sci. 777, 22-29 (1996).

[19] F. Okada, Y. Tokumitsu, Y. Hoshi, M. Tamura, Eur. Arch. Psychiatry Clin. Neurosci. 244(1), 17-25 (1994).

[20] S.M.Platek, L. C. Fonteyn,M. Izzetoglu,T.E. Myers, H. Ayaz, C. Li, B. Chance, Schizophr. Res. 73(1), 125-127 (2005).

[21] A. J. Fallgatter, W. K. Strik, Schizophr. Bull. 26(4), 913-919 (2000).

[22] G. W. Eschweiler, C. Wegerer, W. Schlotter, C. Spandl, A. Stevens, M. Bartels, G. Buchkremer, Psychiatry Res. 99(3), 161-172 (2000).

[23] J. A. Langlois, W. Rutland-Brown, K. E. Thomas, 2004.

[24] R. S. Scheibel, M. R. Newsome, J. L. Steinberg, D. A. Pearson, R. A. Rauch, H. Mao, M. Troyanskaya, R. G. Sharma, H. S. Levin, Neurorehabil. Neural Repair 21(1), 36-45 (2007).

[25] G. Strangman, T. M. O'Neil-Pirozzi, D. Burke, D. Cristina, R. Goldstein, S. L. Rauch, C. R. Savage, M. B. Glenn, Am. J. Phys. Med. Rehabil. 84(1), 62-75 (2005).

[26] J. G. Dubroff, A. Newberg, Semin. Neurol. 28(4), 548-557 (2008).

[27] J. H. Ricker, F. G. Hillary, J. DeLuca, J. Head Trauma Rehabil. 16(2), 191-205 (2001).

[28] G. McCarthy, M. Luby, J. Gore, P. Goldman-Rakic, J. Neurophysiol. 77(3), 1630-1634 (1997).

[29] T. S. Braver, J. D. Cohen, L. E. Nystrom, J. Jonides, E. E. Smith, D. C. Noll, Neuroimage 5, 46-62 (1997).

[30] W. Heinke, S. Koelsch, Current Opinion Anaesthesiol. 18(6), 625-631 (2005).

[31] K. Izzetoglu, Drexel University, 2008.

[32] M. T. Alkire, R. J. Haier, S. J. Barker, N. K. Shah, J. C. Wu, Y. J. Kao, Anesthesiology 82(2), 393-403; discussion 327A (1995).

[33] K. K. Kaisti, J. W. Langsjo, S. Aalto, V. Oikonen, H. Sipila, M. Teras, S. Hinkka, L. Metsahonkala, H. Scheinin, Anesthesiology 99(3), 603-613 (2003).

[34] N. M. Bedforth, J. G. Hardman, M. H. Nathanson, Anesthesia Analgesia 91(1), 152-155 (2000).

[35] B. F. Matta, K. J. Heath, K. Tipping, A. C. Summors, Anesthesiology 91(3), 677-680 (1999).

[36] N. Birbaumer, Clin. Neurophysiol. 117(3), 479-483 (2006).

[37] J. D. Millan, R. Rupp, G. R. Muller-Putz, R. Murray- Smith, C. Giugliemma, M. Tangermann, C. Vidaurre, F. Cincotti, A. Kubler, R. Leeb, C. Neuper, K. R. Muller, D. Mattia, Frontiers Neurosci. 4 (2010).

[38] J. R. Wolpaw, J. Physiol. 579(Pt 3), 613-619 (2007).

[39] R. Sitaram, A. Caria, N. Birbaumer, Neural Netw. (2009).

[40] A. F. Abdelnour, T. Huppert, Neuroimage 46(1), 133-143 (2009).

[41] S. Coyle, T. E. Ward, C. Markham, G. McDarby, Physiol. Meas. 25(4), 815-822 (2004).

[42] R. Sitaram, Y. Hoshi, C. Guan, in Proc. SPIE Exp. Mech. (2005), Vol. 5852, pp. 434-442.

[43] S. M. Coyle, T. E. Ward, C. M. Markham, J. Neural. Eng. 4(3), 219-226 (2007).

[44] F. Matthews, C. Soraghan, T. E. Ward, C. Markham, B. A. Pearlmutter, Conf. Proc. Annual Int. Conf. IEEE Eng. Med. Biol. Soc. 2008, 4840-4843 (2008).

[45] R. Sitaram, H. Zhang, C. Guan, M. Thulasidas, Y. Hoshi, A. Ishikawa, K. Shimizu, N. Birbaumer, Neuroimage 34(4), 1416-1427 (2007).

[46] K. Izzetoglu, S. Bunce, B. Onaral, K. Pourrezaei, B. Chance, Int. J. Hum. Comput. Interact. 17(2), 211-227 (2004).

[47] H. Ayaz, B. Willems, B. Bunce, P. A. Shewokis, K. Izzetoglu, S. Hah, A. Deshmukh, B. Onaral, in Advances in Understanding Human Performance: Neuroergonomics, Human Factors Design, and Special Populations, T. Marek, W. Karwowski, V. Rice, eds., CRC Press Taylor & Francis Group, (2010), pp. 21-31.

[48] M. Izzetoglu, K. Izzetoglu, S. Bunce, H. Ayaz, A. Devaraj, B. Onaral, K. Pourrezaei, IEEE Trans. Neural. Syst. Rehabil. Eng. 13(2), 153-159 (2005).

[49] H. Ayaz, M. Izzetoglu, S. Bunce, T. Heiman- Patterson, B. Onaral, Conf. Proc. 3rd IEEE/EMBS on Neural Eng., pp. 342-345 (2007).

[50] G. Bauernfeind, R. Leeb, S. C. Wriessnegger, G. Pfurtscheller, Biomed. Tech. (Berlin) 53(1), 36-43 (2008).

[51] T. Limongi, G. D. Sante, M. Ferrari, V. Quaresima, Int. J. Bioelectromagnetism 11(2), 86-90 (2009).

[52] S. D. Power, T. H. Falk, T. Chau, J. Neural. Eng. 7, 026002 (2010).

[53] K. K. Ang, G. Cuntai, K. Lee, L. J. Qi, N. Shoko, B. Chance, 20th International Conference on Pattern Recognition, Istanbul, Turkey [unpublished] (2010).

[54] H. Ayaz, P. Shewokis, S. Bunce, M. Schultheis, B. Onaral, in Foundations of Augmented Cognition. Neuroergonomics and Operational Neuroscience (2009) pp. 699-708.

[55] S. Luu, T. Chau, J. Neural. Eng. 6(1), 16003 (2009).

[56] H. Ayaz, Drexel University, 2010.

[57] K. Oum, H. Ayaz, P. A. Shewokis, P. Diefenbach, in Games Innovations Conference (ICE-GIC), 2010 International IEEE Consumer Electronics Society's (2010), pp. 1-5.

[58] R. D. Pitetti, CMAJ 172(13), 1699 (2005).

[59] P. Hummel, M. van Dijk, Sem. Fetal Neonatal Med. 11(4), 237-245 (2006).

[60] A. Bozkurt, A. Rosen, H. Rosen, B. Onaral, Biomed. Eng. Online 4(1), 29 (2005).

[61] M. Izzetoglu, H. Rosen, M. Rodriguez, K. Pourrezaei, A. Rosen, Society for Neuroscience, San Diego, CA, USA [unpublished], 2010.

[62] M. Cope, D. T. Delpy, Med. Biol. Eng. Comput. 26(3), 289-294 (1988).

[63] F. M. Miezin, L. Maccotta, J. M. Ollinger, S. E. Petersen, R. L. Buckner, Neuroimage 11(6), 735-759 (2000).

[64] M. Bartocci, L. L. Bergqvist, H. Lagercrantz, K. J. Anand, Pain 122(1-2), 109-117 (2006).

[65] H. Ayaz, P. A. Shewokis, S. Bunce, K. Izzetoglu, B. Willems, B. Onaral, "Optical brain monitoring for operator training and mental workload assessment," Neuroimage, DOI: 10.1016/j.neuroimage.2011.06.023 (2011).

[66] H. Ayaz, P. A. Shewokis, A. Curtin, M. Izzetoglu, K. Izzetoglu, B. Onaral, “Using MazeSuite and functional near infrared spectroscopy to study learning in spatial navigation,” J. Vis. Exp., DOI: 10.3791/ 3443 (2011). 250 K. Izzetoglu et al. J. Innov