Simultaneously extracting multiple parameters via fitting one single autocorrelation function curve in diffuse correlation spectroscopy

IEEE Transactions on Biomedical Engineering

Volumn 60, Issue 2, 2013, Pages 361-368

  Dong, Lixin ^a   He, Lian ^a   Lin, Yu ^a   Shang, Yu ^a   Yu, Guoqiang ^a  

^a UNIVERSITY OF KENTUCKY   (United States)

Author keywords

Autocorrelation function; blood flow; diffuse correlation spectroscopy; near infrared (NIR) spectroscopy; noise model

Indexed keywords

ACCURATE ESTIMATION; AUTOCORRELATION FUNCTIONS; BLOOD FLOW; COHERENCE FACTORS; DIFFUSE CORRELATION SPECTROSCOPY; DIFFUSION EQUATIONS; FITTING METHOD; IN-VIVO; LIGHT INTENSITY; MULTIPLE PARAMETERS; NEAR INFRARED; NOISE MODELS; REDUCED SCATTERING COEFFICIENTS; STANDARD DEVIATION; TISSUE ABSORPTION; TISSUE-LIKE PHANTOM;

COMPUTER SIMULATION; HEMODYNAMICS; INFRARED DEVICES; PARTIAL DIFFERENTIAL EQUATIONS; REGRESSION ANALYSIS; TISSUE;

CURVE FITTING;

ARTICLE; COMPUTER SIMULATION; CONTROLLED STUDY; CORRELATION ANALYSIS; DIFFUSE CORRELATION SPECTROSCOPY; IN VIVO STUDY; MEASUREMENT ACCURACY; NEAR INFRARED SPECTROSCOPY; ONE SINGLE AUTOCORRELATION FUNCTION CURVE FITTING; RADIOLOGY PHANTOM;

COMPUTER SIMULATION; DIFFUSION; FOREARM; HUMANS; MODELS, BIOLOGICAL; MUSCLE, SKELETAL; PHANTOMS, IMAGING; REGIONAL BLOOD FLOW; SIGNAL PROCESSING, COMPUTER-ASSISTED; SPECTROSCOPY, NEAR-INFRARED;

EID: 84872567824     PISSN: 00189294     EISSN: 15582531     Source Type: Journal    
DOI: 10.1109/TBME.2012.2226885     Document Type: Article

References (38)

1. D. A.Boas, L. E. Campbell, andA. G.Yodh, "Scattering and imagingwith diffusing temporal field correlations," Phys. Rev. Lett., vol. 75, pp. 1855- 1858, Aug. 1995.
2. D. A. Boas and A. G. Yodh, "Spatially varying dynamical properties of turbid media probed with diffusing temporal light correlation," J. Opt. Soc. Am. A-Opt. Image Sci. Vis., vol. 14, pp. 192-215, Jan. 1997. (Pubitemid 127573816)
3. G. Maret and P. E.Wolf, "Multiple light scattering from disorderedmedia. The effect of brownian motion of scatterers," Z. Phys. B., vol. 65, pp. 409- 413, 1987.
4. D. J. Pine, D. A.Weitz, P. M. Chaikin, and E. Herbolzheimer, "Diffusingwave spectroscopy," Phys. Rev. Lett., vol. 60, pp. 1134-1137, 1988.
5. M. J. Stephen, "Temporal fluctuations in wave propagation in random media," Phys. Rev. B, vol. 37, pp. 1-5, 1988.
6. N. Roche-Labarbe, S. A. Carp, A. Surova, M. Patel, D. A. Boas, P. E. Grant, and M. A. Franceschini, "Noninvasive optical measures of CBV, StO(2), CBF index, and rCMRO(2) in human premature neonates' brains in the first six weeks of life," Human Brain Mapping, vol. 31, pp. 341-352, Mar. 2010.
7. G. Yu, T. Durduran, C. Zhou, H. W. Wang, M. E. Putt, H. M. Saunders, C. M. Sehgal, E. Glatstein, A. G. Yodh, and T. M. Busch, "Noninvasive monitoring of murine tumor blood flow during and after photodynamic therapy provides early assessment of therapeutic efficacy," Clin. Cancer Res., vol. 11, pp. 3543-3552, May 2005. (Pubitemid 40627910)
8. Y. Shang, L. Chen,M. Toborek, and G. Yu, "Diffuse optical monitoring of repeated cerebral ischemia in mice," Opt. Exp., vol. 19, pp. 20301-20315, Oct. 2011.
9. M. N. Kim, T. Durduran, S. Frangos, B. L. Edlow, E. M. Buckley, H. E. Moss, C. Zhou, G. Yu, R. Choe, E. Maloney-Wilensky, R. L. Wolf, M. S. Grady, J. H. Greenberg, J. M. Levine, A. G. Yodh, J. A. Detre, and W. A. Kofke, "Noninvasivemeasurement of cerebral blood flow and blood oxygenation using near-infrared and diffuse correlation spectroscopies in critically brain-injured adults," Neurocritical Care, vol. 12, pp. 173-180, Apr. 2010.
10. C. Zhou, S. A. Eucker, T. Durduran, G. Yu, J. Ralston, S. H. Friess, R. N. Ichord, S. S. Margulies, and A. G. Yodh, "Diffuse optical monitoring of hemodynamic changes in piglet brain with closed head injury," J. Biomed. Opt., vol. 14, 034015, May/Jun. 2009.
11. G. Yu, T. Floyd, T. Durduran, C. Zhou, J. J. Wang, J. A. Detre, and A. G. Yodh, "Validation of diffuse correlation spectroscopy for muscle blood flow with concurrent arterial spin labeled perfusion MRI," Opt. Exp., vol. 15, pp. 1064-1075, Feb. 2007. (Pubitemid 46220489)
12. S. O. Rice, Mathematical Analysis of Random Noise, N. Wax, Ed., New York: Dover, 1954. p. 133. (Selected Papers on Noise and Stochastic Processes).
13. E. M. Buckley, N. M. Cook, T. Durduran, M. N. Kim, C. Zhou, R. Choe, G. Yu, S. Schultz, C. M. Sehgal, D. J. Licht, P. H. Arger, M. E. Putt, H. H. Hurt, and A. G. Yodh, "Cerebral hemodynamics in preterm infants during positional intervention measured with diffuse correlation spectroscopy and transcranial Doppler ultrasound," Opt. Exp., vol. 17, pp. 12571-12581, Jul. 2009.
14. Y. Shang, T. B. Symons, T. Durduran, A. G. Yodh, and G. Yu, "Effects of muscle fiber motion on diffuse correlation spectroscopy blood flow measurements during exercise," Biomed. Opt. Exp., vol. 1, pp. 500-511, 2010.
15. D. Irwin, L. Dong, Y. Shang, R. Cheng, M. Kudrimoti, S. D. Stevens, and G. Yu, "Influences of tissue absorption and scattering on diffuse correlation spectroscopy blood flow measurements," Biomed. Opt. Exp., vol. 2, pp. 1969-1985, Jul. 2011.
16. U. Sunar, H. Quon, T. Durduran, J. Zhang, J. Du, C. Zhou, G. Yu, R. Choe, A. Kilger, R. Lustig, L. Loevner, S. Nioka, B. Chance, and A. G. Yodh, "Noninvasive diffuse optical measurement of blood flow and blood oxygenation for monitoring radiation therapy in patients with head and neck tumors: A pilot study," J. Biomed. Opt., vol. 11, 064021, Nov./Dec. 2006.
17. T. Durduran, R. Choe, G. Yu, C. Zhou, J. C. Tchou, B. J. Czerniecki, and A. G. Yodh, "Diffuse optical measurement of blood flow in breast tumors," Opt. Lett., vol. 30, pp. 2915-2917, Nov. 2005. (Pubitemid 41654993)
18. R. C. Mesquita, N. Skuli, M. N. Kim, J. Liang, S. Schenkel, A. J. Majmundar, M. C. Simon, and A. G. Yodh, "Hemodynamic and metabolic diffuse optical monitoring in a mouse model of hindlimb ischemia," Biomed. Opt. Exp., vol. 1, pp. 1173-1187, 2010.
19. T. Durduran, G. Yu, M. G. Burnett, J. A. Detre, J. H. Greenberg, J.Wang, C. Zhou, and A. G. Yodh, "Diffuse optical measurement of blood flow, blood oxygenation, and metabolism in a human brain during sensorimotor cortex activation," Opt. Lett., vol. 29, pp. 1766-1768, Aug. 2004.
20. G. Yu, T. Durduran, G. Lech, C. Zhou, B. Chance, E. R. Mohler, 3rd, and A. G. Yodh, "Time-dependent blood flow and oxygenation in human skeletal muscles measured with noninvasive near-infrared diffuse optical spectroscopies," J. Biomed. Opt., vol. 10, 024027, Mar./Apr. 2005.
21. Y. Shang, Y. Zhao, R. Cheng, L. Dong, D. Irwin, and G. Yu, "Portable optical tissue flow oximeter based on diffuse correlation spectroscopy," Opt. Lett., vol. 34, pp. 3556-3558, Nov. 2009.
22. Y. Shang, R. Cheng, L. Dong, S. J. Ryan, S. P. Saha, and G. Yu, "Cerebral monitoring during carotid endarterectomy using near-infrared diffuse optical spectroscopies and electroencephalogram," Phys.Med. Biol., vol. 56, pp. 3015-3032, 2011.
23. M. Diop, K. Verdecchia, T. Y. Lee, and K. St Lawrence, "Calibration of diffuse correlation spectroscopy with a time-resolved near-infrared technique to yield absolute cerebral blood flow measurements," Biomed. Opt. Exp., vol. 2, pp. 2068-2081, Jul. 2011.
24. S. A. Carp, G. P. Dai, D. A. Boas, M. A. Franceschini, and Y. R. Kim, "Validation of diffuse correlation spectroscopy measurements of rodent cerebral blood flow with simultaneous arterial spin labelingMRI; towards MRI-optical continuous cerebral metabolic monitoring," Biomed. Opt. Exp., vol. 1, pp. 553-565, 2010.
25. G. Yu, Y. Shang, Y. Zhao, R. Cheng, L. Dong, and S. P. Saha, "Intraoperative evaluation of revascularization effect on ischemic muscle hemodynamics using near-infrared diffuse optical spectroscopies," J. Biomed. Opt., vol. 16, 027004, Feb. 2011.
26. L. Dong, M. Kudrimoti, R. Cheng, Y. Shang, E. L. Johnson, S. D. Stevens, B. J. Shelton, and G. Yu, "Noninvasive diffuse optical monitoring of head and neck tumor blood flow and oxygenation during radiation delivery," Biomed. Opt. Exp., vol. 3, pp. 259-272, Feb. 2012.
27. C. Cheung, J. P. Culver, K. Takahashi, J. H. Greenberg, and A. G. Yodh, "In vivo cerebrovascular measurement combining diffuse near-infrared absorption and correlation spectroscopies," Phys. Med. Biol., vol. 46, pp. 2053-2065, Aug. 2001. (Pubitemid 32747062)
28. C. Zhou, G. Yu, D. Furuya, J. H. Greenberg, A. G. Yodh, and T. Durduran, "Diffuse optical correlation tomography of cerebral blood flow during cortical spreading depression in rat brain," Opt. Exp., vol. 14, pp. 1125- 1144, 2006. (Pubitemid 43244431)
29. C. Menon, G. M. Polin, I. Prabakaran, A. Hsi, C. Cheung, J. P. Culver, J. F. Pingpank, C. S. Sehgal, A. G. Yodh, D. G. Buerk, and D. L. Fraker, "An integrated clinically relevant approach to measuring tumor oxygen status using VEGF-transfected human melanoma xenografts as a model," Cancer Res., vol. 63, pp. 7232-7240, 2003. (Pubitemid 37413462)
30. J. Li, G. Dietsche, D. Iftime, S. E. Skipetrov, G. Maret, T. Elbert, B. Rockstroh, and T. Gisler, "Noninvasive detection of functional brain activity with near-infrared diffusing-wave spectroscopy," J. Biomed. Opt., vol. 10, 044002, Jul./Aug. 2005.
31. T. Durduran, C. Zhou, B. L. Edlow, G. Yu, R. Choe, M. N. Kim, B. L. Cucchiara, M. E. Putt, Q. Shah, S. E. Kasner, J. H. Greenberg, A. G. Yodh, and J. A. Detre, "Transcranial optical monitoring of cerebrovascular hemodynamics in acute stroke patients," Opt. Exp., vol. 17, pp. 3884-3902, Mar. 2009.
32. J. Li, M. Ninck, L. Koban, T. Elbert, J. Kissler, and T. Gisler, "Transient functional blood flow change in the human brain measured noninvasively by diffusing-wave spectroscopy," Opt. Lett., vol. 33, p. 2233-2235, Oct. 2008.
33. C. Zhou, R. Choe, N. Shah, T. Durduran, G. Yu, A. Durkin, D. Hsiang, R. Mehta, J. Butler, A. Cerussi, B. J. Tromberg, and A. G. Yodh, "Diffuse optical monitoring of blood flow and oxygenation in human breast cancer during early stages of neoadjuvant chemotherapy," J. Biomed. Opt., vol. 12, 051903, Sep./Oct. 2007.
34. T. Durduran, "Non-invasive measurements of tissue hemodynamics with hybrid diffuse optical methods," Ph.D. dissertation, Physics, Univ. of Pennsylvania, Philadelphia, PA, 2004.
35. D. Boas, "Diffuse photon probes of structural and dynamical properties of turbid media: Theory and biomedical applications," Ph.D. dissertation, Physics, Univ. of Pennsylvania, Philadelphia, PA, 1996.
36. C. Zhou, "In-vivo optical imaging and spectroscopy of cerebral hemodynamics," Ph.D. dissertation, Physics, Univ. of Pennsylvania, Philadelphia, PA, 2007.
37. G. Dietsche, M. Ninck, C. Ortolf, J. Li, F. Jaillon, and T. Gisler, "Fiberbased multispeckle detection for time-resolved diffusing-wave spectroscopy: Characterization and application to blood flow detection in deep tissue," Appl. Opt., vol. 46, pp. 8506-8514, Dec. 2007. (Pubitemid 351315890)
38. D. E. Koppel, "Statistical accuracy in fluorescence correlation spectroscopy," Phys. Rev. A, vol. 10, pp. 1938-1945, 1974.