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Variance of time-of-flight distribution is sensitive to cerebral blood flow as demonstrated by ICG bolus-tracking measurements in adult pigsJonathan T. Elliott, Daniel Milej, Anna Gerega, Wojciech Weigl, Mamadou Diop, Laura B. Morrison, Ting-Yim Lee, Adam Liebert, and Keith St. Lawrence »View Author Affiliations
Jonathan T. Elliott,1,2,*
Daniel Milej,3
Anna Gerega,3
Wojciech Weigl,4
Mamadou Diop,2
Laura B. Morrison,2
Ting-Yim Lee,1,2
Adam Liebert,3
and Keith St. Lawrence1,2
1Department of Medical Biophysics, Western University, 1151 Richmond Street, London, Ontario, N6A 3K7, Canada 2Imaging Division, Lawson Health Research Institute, St. Joseph’s Hospital, 268 Grosvenor Street, London, Ontario, N6A 4V2, Canada 3Nalecz Institute of Biocybernetics and Biomedical Engineering, Polish Academy of Sciences, Trojdena 4, 02-109, Warsaw, Poland 4Medical University of Warsaw, Department of Anesthesiology and Intensive Care, W. Lindleya 4, 02-005 Warsaw, Poland *Corresponding author: jellio@uwo.ca |
Biomedical Optics Express, Vol. 4, Issue 2, pp. 206-218 (2013)
http://dx.doi.org/10.1364/BOE.4.000206
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Abstract
Variance of time-of-flight distributions have been shown to be more sensitive to cerebral blood flow (CBF) during dynamic-contrast enhanced monitoring of neurotrauma patients than attenuation. What is unknown is the degree to which variance is affected by changes in extracerebral blood flow. Furthermore, the importance of acquiring the arterial input function (AIF) on quantitative analysis of the data is not yet clear. This animal study confirms that variance is both sensitive and specific to changes occurring in the brain when measurements are acquired on the surface of the scalp. Furthermore, when the variance data along with the measured AIF is analyzed using a nonparametric deconvolution method, the recovered change in CBF is in good agreement with CT perfusion values.
© 2013 OSA
OCIS Codes
(170.3660) Medical optics and biotechnology : Light propagation in tissues
(170.3880) Medical optics and biotechnology : Medical and biological imaging
(170.6920) Medical optics and biotechnology : Time-resolved imaging
ToC Category:
Optics of Tissue and Turbid Media
History
Original Manuscript: September 4, 2012
Revised Manuscript: October 22, 2012
Manuscript Accepted: November 20, 2012
Published: January 2, 2013
Citation
Jonathan T. Elliott, Daniel Milej, Anna Gerega, Wojciech Weigl, Mamadou Diop, Laura B. Morrison, Ting-Yim Lee, Adam Liebert, and Keith St. Lawrence, "Variance of time-of-flight distribution is sensitive to cerebral blood flow as demonstrated by ICG bolus-tracking measurements in adult pigs," Biomed. Opt. Express 4, 206-218 (2013)
http://www.opticsinfobase.org/boe/abstract.cfm?URI=boe-4-2-206
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References
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- A. Cenic, D. G. Nabavi, R. A. Craen, A. W. Gelb, and T. Y. Lee, “Dynamic CT measurement of cerebral blood flow: a validation study,” AJNR Am. J. Neuroradiol.20(1), 63–73 (1999). [PubMed]
- W. M. Kuebler, A. Sckell, O. Habler, M. Kleen, G. E. Kuhnle, M. Welte, K. Messmer, and A. E. Goetz, “Noninvasive measurement of regional cerebral blood flow by near-infrared spectroscopy and indocyanine green,” J. Cereb. Blood Flow Metab.18(4), 445–456 (1998). [CrossRef] [PubMed]
- F. Gora, S. Shinde, C. E. Elwell, J. C. Goldstone, M. Cope, D. T. Delpy, and M. Smith, “Noninvasive measurement of cerebral blood flow in adults using near-infrared spectroscopy and indocyanine green: a pilot study,” J. Neurosurg. Anesthesiol.14(3), 218–222 (2002). [CrossRef] [PubMed]
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- S. Fantini, D. Hueber, M. A. Franceschini, E. Gratton, W. Rosenfeld, P. G. Stubblefield, D. Maulik, and M. R. Stankovic, “Non-invasive optical monitoring of the newborn piglet brain using continuous-wave and frequency-domain spectroscopy,” Phys. Med. Biol.44(6), 1543–1563 (1999). [CrossRef] [PubMed]
- R. L. Grubb, M. E. Raichle, J. O. Eichling, and M. H. Gado, “Effects of subarachnoid hemorrhage on cerebral blood volume, blood flow, and oxygen utilization in humans,” J. Neurosurg.46(4), 446–453 (1977). [CrossRef] [PubMed]
- R. L. Grubb, M. E. Raichle, J. O. Eichling, and M. M. Ter-Pogossian, “The effects of changes in PaCO2 on cerebral blood volume, blood flow, and vascular mean transit time,” Stroke5(5), 630–639 (1974). [CrossRef] [PubMed]
- O. Steinkellner, C. Gruber, H. Wabnitz, A. Jelzow, J. Steinbrink, J. B. Fiebach, R. Macdonald, and H. Obrig, “Optical bedside monitoring of cerebral perfusion: technological and methodological advances applied in a study on acute ischemic stroke,” J. Biomed. Opt.15(6), 061708 (2010). [CrossRef] [PubMed]
- G. Zaccanti, D. Contini, M. Gurioli, A. Ismaelli, H. Liszka, and A. Sassaroli, “Detectability of inhomogeneities within highly diffusing media,” Proc. SPIE2389, 755–762 (1995). [CrossRef]
- W. M. Kuebler, A. Sckell, O. Habler, M. Kleen, G. E. Kuhnle, M. Welte, K. Messmer, and A. E. Goetz, “Noninvasive measurement of regional cerebral blood flow by near-infrared spectroscopy and indocyanine green,” J. Cereb. Blood Flow Metab.18(4), 445–456 (1998). [CrossRef] [PubMed]
- L. Friberg, J. Kastrup, M. Hansen, and J. Bülow, “Cerebral effects of scalp cooling and extracerebral contribution to calculated blood flow values using the intravenous 133Xe technique,” Scand. J. Clin. Lab. Invest.46(4), 375–379 (1986). [CrossRef] [PubMed]
- S. Fantini, D. Hueber, M. A. Franceschini, E. Gratton, W. Rosenfeld, P. G. Stubblefield, D. Maulik, and M. R. Stankovic, “Non-invasive optical monitoring of the newborn piglet brain using continuous-wave and frequency-domain spectroscopy,” Phys. Med. Biol.44(6), 1543–1563 (1999). [CrossRef] [PubMed]
- G. Zaccanti, D. Contini, M. Gurioli, A. Ismaelli, H. Liszka, and A. Sassaroli, “Detectability of inhomogeneities within highly diffusing media,” Proc. SPIE2389, 755–762 (1995). [CrossRef]
- A. Jelzow, H. Wabnitz, H. Obrig, R. Macdonald, and J. Steinbrink, “Separation of indocyanine green boluses in the human brain and scalp based on time-resolved in-vivo fluorescence measurements,” J. Biomed. Opt.17(5), 057003 (2012). [CrossRef] [PubMed]
- O. Steinkellner, C. Gruber, H. Wabnitz, A. Jelzow, J. Steinbrink, J. B. Fiebach, R. Macdonald, and H. Obrig, “Optical bedside monitoring of cerebral perfusion: technological and methodological advances applied in a study on acute ischemic stroke,” J. Biomed. Opt.15(6), 061708 (2010). [CrossRef] [PubMed]
- M. Kacprzak, A. Liebert, P. Sawosz, N. Zolek, and R. Maniewski, “Time-resolved optical imager for assessment of cerebral oxygenation,” J. Biomed. Opt.12(3), 034019 (2007). [CrossRef] [PubMed]
- L. Friberg, J. Kastrup, M. Hansen, and J. Bülow, “Cerebral effects of scalp cooling and extracerebral contribution to calculated blood flow values using the intravenous 133Xe technique,” Scand. J. Clin. Lab. Invest.46(4), 375–379 (1986). [CrossRef] [PubMed]
- W. M. Kuebler, A. Sckell, O. Habler, M. Kleen, G. E. Kuhnle, M. Welte, K. Messmer, and A. E. Goetz, “Noninvasive measurement of regional cerebral blood flow by near-infrared spectroscopy and indocyanine green,” J. Cereb. Blood Flow Metab.18(4), 445–456 (1998). [CrossRef] [PubMed]
- W. M. Kuebler, A. Sckell, O. Habler, M. Kleen, G. E. Kuhnle, M. Welte, K. Messmer, and A. E. Goetz, “Noninvasive measurement of regional cerebral blood flow by near-infrared spectroscopy and indocyanine green,” J. Cereb. Blood Flow Metab.18(4), 445–456 (1998). [CrossRef] [PubMed]
- W. M. Kuebler, A. Sckell, O. Habler, M. Kleen, G. E. Kuhnle, M. Welte, K. Messmer, and A. E. Goetz, “Noninvasive measurement of regional cerebral blood flow by near-infrared spectroscopy and indocyanine green,” J. Cereb. Blood Flow Metab.18(4), 445–456 (1998). [CrossRef] [PubMed]
- M. L. Landsman, G. Kwant, G. A. Mook, and W. G. Zijlstra, “Light-absorbing properties, stability, and spectral stabilization of indocyanine green,” J. Appl. Physiol.40(4), 575–583 (1976). [PubMed]
- M. L. Landsman, G. Kwant, G. A. Mook, and W. G. Zijlstra, “Light-absorbing properties, stability, and spectral stabilization of indocyanine green,” J. Appl. Physiol.40(4), 575–583 (1976). [PubMed]
- J. T. Elliott, M. Diop, T. Y. Lee, and K. St. Lawrence, “Model-independent dynamic constraint to improve the optical reconstruction of regional kinetic parameters,” Opt. Lett.37(13), 2571–2573 (2012). [CrossRef] [PubMed]
- D. W. Brown, P. A. Picot, J. G. Naeini, R. Springett, D. T. Delpy, and T. Y. Lee, “Quantitative near infrared spectroscopy measurement of cerebral hemodynamics in newborn piglets,” Pediatr. Res.51(5), 564–570 (2002). [CrossRef] [PubMed]
- A. Cenic, D. G. Nabavi, R. A. Craen, A. W. Gelb, and T. Y. Lee, “Dynamic CT measurement of cerebral blood flow: a validation study,” AJNR Am. J. Neuroradiol.20(1), 63–73 (1999). [PubMed]
- J. T. Elliott, M. Diop, K. M. Tichauer, T.-Y. Lee, and K. St. Lawrence, “Monte Carlo based modeling of indocyanine green bolus tracking in the adult human head,” Proc. SPIE7896, 78960E, 78960E-13 (2011). [CrossRef]
- M. Diop, K. M. Tichauer, J. T. Elliott, M. Migueis, T.-Y. Lee, and K. St. Lawrence, “Comparison of time-resolved and continuous-wave near-infrared techniques for measuring cerebral blood flow in piglets,” J. Biomed. Opt.15(5), 057004 (2010). [CrossRef] [PubMed]
- M. Diop, K. M. Tichauer, J. T. Elliott, M. Migueis, T.-Y. Lee, and K. St. Lawrence, “Time-resolved near-infrared technique for bedside monitoring of absolute cerebral blood flow,” Proc. SPIE7555, 75550Z, 75550Z-9 (2010). [CrossRef]
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AJNR Am. J. Neuroradiol.
- A. Cenic, D. G. Nabavi, R. A. Craen, A. W. Gelb, and T. Y. Lee, “Dynamic CT measurement of cerebral blood flow: a validation study,” AJNR Am. J. Neuroradiol.20(1), 63–73 (1999). [PubMed]
Appl. Opt.
- A. Liebert, H. Wabnitz, J. Steinbrink, H. Obrig, M. Möller, R. Macdonald, A. Villringer, and H. Rinneberg, “Time-resolved multidistance near-infrared spectroscopy of the adult head: intracerebral and extracerebral absorption changes from moments of distribution of times of flight of photons,” Appl. Opt.43(15), 3037–3047 (2004). [CrossRef] [PubMed]
- A. Liebert, H. Wabnitz, D. Grosenick, M. Möller, R. Macdonald, and H. Rinneberg, “Evaluation of optical properties of highly scattering media by moments of distributions of times of flight of photons,” Appl. Opt.42(28), 5785–5792 (2003). [CrossRef] [PubMed]
Cerebrovasc. Dis.
- C. Terborg, T. Birkner, B. Schack, C. Weiller, and J. Röther, “Noninvasive monitoring of cerebral oxygenation during vasomotor reactivity tests by a new near-infrared spectroscopy device,” Cerebrovasc. Dis.16(1), 36–41 (2003). [CrossRef] [PubMed]
Circ. Res.
- H. K. Thompson, C. F. Starmer, R. E. Whalen, and H. D. McIntosh, “Indicator transit time considered as a gamma variate,” Circ. Res.14(6), 502–515 (1964). [CrossRef] [PubMed]
J. Appl. Physiol.
- P. Meier and K. L. Zierler, “On the theory of the indicator-dilution method for measurement of blood flow and volume,” J. Appl. Physiol.6(12), 731–744 (1954). [PubMed]
- M. L. Landsman, G. Kwant, G. A. Mook, and W. G. Zijlstra, “Light-absorbing properties, stability, and spectral stabilization of indocyanine green,” J. Appl. Physiol.40(4), 575–583 (1976). [PubMed]
J. Biomed. Opt.
- J. T. Elliott, M. Diop, K. M. Tichauer, T.-Y. Lee, and K. St. Lawrence, “Quantitative measurement of cerebral blood flow in a juvenile porcine model by depth-resolved near-infrared spectroscopy,” J. Biomed. Opt.15(3), 037014 (2010). [CrossRef] [PubMed]
- A. Jelzow, H. Wabnitz, H. Obrig, R. Macdonald, and J. Steinbrink, “Separation of indocyanine green boluses in the human brain and scalp based on time-resolved in-vivo fluorescence measurements,” J. Biomed. Opt.17(5), 057003 (2012). [CrossRef] [PubMed]
- O. Steinkellner, C. Gruber, H. Wabnitz, A. Jelzow, J. Steinbrink, J. B. Fiebach, R. Macdonald, and H. Obrig, “Optical bedside monitoring of cerebral perfusion: technological and methodological advances applied in a study on acute ischemic stroke,” J. Biomed. Opt.15(6), 061708 (2010). [CrossRef] [PubMed]
- M. Diop, K. M. Tichauer, J. T. Elliott, M. Migueis, T.-Y. Lee, and K. St. Lawrence, “Comparison of time-resolved and continuous-wave near-infrared techniques for measuring cerebral blood flow in piglets,” J. Biomed. Opt.15(5), 057004 (2010). [CrossRef] [PubMed]
- M. Kacprzak, A. Liebert, P. Sawosz, N. Zolek, and R. Maniewski, “Time-resolved optical imager for assessment of cerebral oxygenation,” J. Biomed. Opt.12(3), 034019 (2007). [CrossRef] [PubMed]
J. Cereb. Blood Flow Metab.
- W. M. Kuebler, A. Sckell, O. Habler, M. Kleen, G. E. Kuhnle, M. Welte, K. Messmer, and A. E. Goetz, “Noninvasive measurement of regional cerebral blood flow by near-infrared spectroscopy and indocyanine green,” J. Cereb. Blood Flow Metab.18(4), 445–456 (1998). [CrossRef] [PubMed]
J. Neurosurg.
- R. L. Grubb, M. E. Raichle, J. O. Eichling, and M. H. Gado, “Effects of subarachnoid hemorrhage on cerebral blood volume, blood flow, and oxygen utilization in humans,” J. Neurosurg.46(4), 446–453 (1977). [CrossRef] [PubMed]
J. Neurosurg. Anesthesiol.
- F. Gora, S. Shinde, C. E. Elwell, J. C. Goldstone, M. Cope, D. T. Delpy, and M. Smith, “Noninvasive measurement of cerebral blood flow in adults using near-infrared spectroscopy and indocyanine green: a pilot study,” J. Neurosurg. Anesthesiol.14(3), 218–222 (2002). [CrossRef] [PubMed]
Neuroimage
- A. Liebert, H. Wabnitz, J. Steinbrink, M. Möller, R. Macdonald, H. Rinneberg, A. Villringer, and H. Obrig, “Bed-side assessment of cerebral perfusion in stroke patients based on optical monitoring of a dye bolus by time-resolved diffuse reflectance,” Neuroimage24(2), 426–435 (2005). [CrossRef] [PubMed]
- A. Liebert, H. Wabnitz, H. Obrig, R. Erdmann, M. Möller, R. Macdonald, H. Rinneberg, A. Villringer, and J. Steinbrink, “Non-invasive detection of fluorescence from exogenous chromophores in the adult human brain,” Neuroimage31(2), 600–608 (2006). [CrossRef] [PubMed]
Opt. Lett.
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Pediatr. Res.
- D. W. Brown, P. A. Picot, J. G. Naeini, R. Springett, D. T. Delpy, and T. Y. Lee, “Quantitative near infrared spectroscopy measurement of cerebral hemodynamics in newborn piglets,” Pediatr. Res.51(5), 564–570 (2002). [CrossRef] [PubMed]
Phys. Med. Biol.
- S. Fantini, D. Hueber, M. A. Franceschini, E. Gratton, W. Rosenfeld, P. G. Stubblefield, D. Maulik, and M. R. Stankovic, “Non-invasive optical monitoring of the newborn piglet brain using continuous-wave and frequency-domain spectroscopy,” Phys. Med. Biol.44(6), 1543–1563 (1999). [CrossRef] [PubMed]
- J. Steinbrink, H. Wabnitz, H. Obrig, A. Villringer, and H. Rinneberg, “Determining changes in NIR absorption using a layered model of the human head,” Phys. Med. Biol.46(3), 879–896 (2001). [CrossRef] [PubMed]
Proc. SPIE
- J. T. Elliott, M. Diop, K. M. Tichauer, T.-Y. Lee, and K. St. Lawrence, “Monte Carlo based modeling of indocyanine green bolus tracking in the adult human head,” Proc. SPIE7896, 78960E, 78960E-13 (2011). [CrossRef]
- M. Diop, K. M. Tichauer, J. T. Elliott, M. Migueis, T.-Y. Lee, and K. St. Lawrence, “Time-resolved near-infrared technique for bedside monitoring of absolute cerebral blood flow,” Proc. SPIE7555, 75550Z, 75550Z-9 (2010). [CrossRef]
- G. Zaccanti, D. Contini, M. Gurioli, A. Ismaelli, H. Liszka, and A. Sassaroli, “Detectability of inhomogeneities within highly diffusing media,” Proc. SPIE2389, 755–762 (1995). [CrossRef]
Scand. J. Clin. Lab. Invest.
- L. Friberg, J. Kastrup, M. Hansen, and J. Bülow, “Cerebral effects of scalp cooling and extracerebral contribution to calculated blood flow values using the intravenous 133Xe technique,” Scand. J. Clin. Lab. Invest.46(4), 375–379 (1986). [CrossRef] [PubMed]
Stroke
- R. L. Grubb, M. E. Raichle, J. O. Eichling, and M. M. Ter-Pogossian, “The effects of changes in PaCO2 on cerebral blood volume, blood flow, and vascular mean transit time,” Stroke5(5), 630–639 (1974). [CrossRef] [PubMed]
Other
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2012, Jelzow, J. Biomed. Opt.
- A. Jelzow, H. Wabnitz, H. Obrig, R. Macdonald, and J. Steinbrink, “Separation of indocyanine green boluses in the human brain and scalp based on time-resolved in-vivo fluorescence measurements,” J. Biomed. Opt.17(5), 057003 (2012). [CrossRef] [PubMed]
- J. T. Elliott, M. Diop, K. M. Tichauer, T.-Y. Lee, and K. St. Lawrence, “Monte Carlo based modeling of indocyanine green bolus tracking in the adult human head,” Proc. SPIE7896, 78960E, 78960E-13 (2011). [CrossRef]
- M. Diop, K. M. Tichauer, J. T. Elliott, M. Migueis, T.-Y. Lee, and K. St. Lawrence, “Comparison of time-resolved and continuous-wave near-infrared techniques for measuring cerebral blood flow in piglets,” J. Biomed. Opt.15(5), 057004 (2010). [CrossRef] [PubMed]
- M. Diop, K. M. Tichauer, J. T. Elliott, M. Migueis, T.-Y. Lee, and K. St. Lawrence, “Time-resolved near-infrared technique for bedside monitoring of absolute cerebral blood flow,” Proc. SPIE7555, 75550Z, 75550Z-9 (2010). [CrossRef]
- O. Steinkellner, C. Gruber, H. Wabnitz, A. Jelzow, J. Steinbrink, J. B. Fiebach, R. Macdonald, and H. Obrig, “Optical bedside monitoring of cerebral perfusion: technological and methodological advances applied in a study on acute ischemic stroke,” J. Biomed. Opt.15(6), 061708 (2010). [CrossRef] [PubMed]
- J. T. Elliott, M. Diop, K. M. Tichauer, T.-Y. Lee, and K. St. Lawrence, “Quantitative measurement of cerebral blood flow in a juvenile porcine model by depth-resolved near-infrared spectroscopy,” J. Biomed. Opt.15(3), 037014 (2010). [CrossRef] [PubMed]
- M. Kacprzak, A. Liebert, P. Sawosz, N. Zolek, and R. Maniewski, “Time-resolved optical imager for assessment of cerebral oxygenation,” J. Biomed. Opt.12(3), 034019 (2007). [CrossRef] [PubMed]
- A. Liebert, H. Wabnitz, H. Obrig, R. Erdmann, M. Möller, R. Macdonald, H. Rinneberg, A. Villringer, and J. Steinbrink, “Non-invasive detection of fluorescence from exogenous chromophores in the adult human brain,” Neuroimage31(2), 600–608 (2006). [CrossRef] [PubMed]
- A. Liebert, H. Wabnitz, J. Steinbrink, M. Möller, R. Macdonald, H. Rinneberg, A. Villringer, and H. Obrig, “Bed-side assessment of cerebral perfusion in stroke patients based on optical monitoring of a dye bolus by time-resolved diffuse reflectance,” Neuroimage24(2), 426–435 (2005). [CrossRef] [PubMed]
- A. Liebert, H. Wabnitz, J. Steinbrink, H. Obrig, M. Möller, R. Macdonald, A. Villringer, and H. Rinneberg, “Time-resolved multidistance near-infrared spectroscopy of the adult head: intracerebral and extracerebral absorption changes from moments of distribution of times of flight of photons,” Appl. Opt.43(15), 3037–3047 (2004). [CrossRef] [PubMed]
- C. Terborg, T. Birkner, B. Schack, C. Weiller, and J. Röther, “Noninvasive monitoring of cerebral oxygenation during vasomotor reactivity tests by a new near-infrared spectroscopy device,” Cerebrovasc. Dis.16(1), 36–41 (2003). [CrossRef] [PubMed]
- F. Gora, S. Shinde, C. E. Elwell, J. C. Goldstone, M. Cope, D. T. Delpy, and M. Smith, “Noninvasive measurement of cerebral blood flow in adults using near-infrared spectroscopy and indocyanine green: a pilot study,” J. Neurosurg. Anesthesiol.14(3), 218–222 (2002). [CrossRef] [PubMed]
- D. W. Brown, P. A. Picot, J. G. Naeini, R. Springett, D. T. Delpy, and T. Y. Lee, “Quantitative near infrared spectroscopy measurement of cerebral hemodynamics in newborn piglets,” Pediatr. Res.51(5), 564–570 (2002). [CrossRef] [PubMed]
- J. Steinbrink, H. Wabnitz, H. Obrig, A. Villringer, and H. Rinneberg, “Determining changes in NIR absorption using a layered model of the human head,” Phys. Med. Biol.46(3), 879–896 (2001). [CrossRef] [PubMed]
- A. Cenic, D. G. Nabavi, R. A. Craen, A. W. Gelb, and T. Y. Lee, “Dynamic CT measurement of cerebral blood flow: a validation study,” AJNR Am. J. Neuroradiol.20(1), 63–73 (1999). [PubMed]
- S. Fantini, D. Hueber, M. A. Franceschini, E. Gratton, W. Rosenfeld, P. G. Stubblefield, D. Maulik, and M. R. Stankovic, “Non-invasive optical monitoring of the newborn piglet brain using continuous-wave and frequency-domain spectroscopy,” Phys. Med. Biol.44(6), 1543–1563 (1999). [CrossRef] [PubMed]
- W. M. Kuebler, A. Sckell, O. Habler, M. Kleen, G. E. Kuhnle, M. Welte, K. Messmer, and A. E. Goetz, “Noninvasive measurement of regional cerebral blood flow by near-infrared spectroscopy and indocyanine green,” J. Cereb. Blood Flow Metab.18(4), 445–456 (1998). [CrossRef] [PubMed]
- G. Zaccanti, D. Contini, M. Gurioli, A. Ismaelli, H. Liszka, and A. Sassaroli, “Detectability of inhomogeneities within highly diffusing media,” Proc. SPIE2389, 755–762 (1995). [CrossRef]
- L. Friberg, J. Kastrup, M. Hansen, and J. Bülow, “Cerebral effects of scalp cooling and extracerebral contribution to calculated blood flow values using the intravenous 133Xe technique,” Scand. J. Clin. Lab. Invest.46(4), 375–379 (1986). [CrossRef] [PubMed]
- R. L. Grubb, M. E. Raichle, J. O. Eichling, and M. H. Gado, “Effects of subarachnoid hemorrhage on cerebral blood volume, blood flow, and oxygen utilization in humans,” J. Neurosurg.46(4), 446–453 (1977). [CrossRef] [PubMed]
- M. L. Landsman, G. Kwant, G. A. Mook, and W. G. Zijlstra, “Light-absorbing properties, stability, and spectral stabilization of indocyanine green,” J. Appl. Physiol.40(4), 575–583 (1976). [PubMed]
- R. L. Grubb, M. E. Raichle, J. O. Eichling, and M. M. Ter-Pogossian, “The effects of changes in PaCO2 on cerebral blood volume, blood flow, and vascular mean transit time,” Stroke5(5), 630–639 (1974). [CrossRef] [PubMed]
- H. K. Thompson, C. F. Starmer, R. E. Whalen, and H. D. McIntosh, “Indicator transit time considered as a gamma variate,” Circ. Res.14(6), 502–515 (1964). [CrossRef] [PubMed]
- P. Meier and K. L. Zierler, “On the theory of the indicator-dilution method for measurement of blood flow and volume,” J. Appl. Physiol.6(12), 731–744 (1954). [PubMed]
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