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Linear 3D reconstruction of time-domain diffuse optical imaging differential data: improved depth localization and lateral resolution
Juliette Selb, Anders M. Dale, and David A. Boas »View Author Affiliations
1Massachusetts General Hospital, Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA 02129
2Department of Neurosciences, Department of Radiology, University of California, San Diego, CA 92093
*Corresponding author: juliette@nmr.mgh.harvard.edu
Optics Express, Vol. 15, Issue 25, pp. 16400-16412 (2007)
http://dx.doi.org/10.1364/OE.15.016400
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Abstract
We present 3D linear reconstructions of time-domain (TD) diffuse optical imaging differential data. We first compute the sensitivity matrix at different delay gates within the diffusion approximation for a homogeneous semi-infinite medium. The matrix is then inverted using spatially varying regularization. The performances of the method and the influence of a number of parameters are evaluated with simulated data and compared to continuous-wave (CW) imaging. In addition to the expected depth resolution provided by TD, we show improved lateral resolution and localization. The method is then applied to reconstructing phantom data consisting of an absorbing inclusion located at different depths within a scattering medium.
© 2007 Optical Society of America
OCIS Codes
(100.3190) Image processing : Inverse problems
(170.3010) Medical optics and biotechnology : Image reconstruction techniques
(170.5280) Medical optics and biotechnology : Photon migration
(170.6920) Medical optics and biotechnology : Time-resolved imaging
(170.6960) Medical optics and biotechnology : Tomography
ToC Category:
Image Processing
History
Original Manuscript: July 31, 2007
Revised Manuscript: September 21, 2007
Manuscript Accepted: September 25, 2007
Published: November 26, 2007
Virtual Issues
Vol. 3, Iss. 1 Virtual Journal for Biomedical Optics
Citation
Juliette Selb, Anders M. Dale, and David A. Boas, "Linear 3D reconstruction of time-domain diffuse optical imaging differential data: improved depth localization and lateral resolution," Opt. Express 15, 16400-16412 (2007)
http://www.opticsinfobase.org/oe/abstract.cfm?URI=oe-15-25-16400
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- M. Hiraoka, M. Firbank, M. Essenpreis, M. Cope, S.R. Arridge, P. van der Zee, and D.T. Delpy, "A Monte Carlo investigation of optical pathlength in inhomogeneous tissue and its application to near-infrared spectroscopy," Phys. Med. Biol. 38, 1859-1876 (1993). [CrossRef] [PubMed]
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- J. Selb, J.J. Stott, M.A. Franceschini, A.G. Sorenson and D.A. Boas, "Improved sensitivity to cerebral dynamics during brain activation with a time-gated optical system: analytical model and experimental validation," J. Biomed. Opt. 10, 011013 (2005). [CrossRef]
- M.A. Franceschini, V. Toronov, M. Filiaci, E. Gratton, and S. Fantini, "On-line optical imaging of the human brain with 160 ms temporal resolution," Opt. Express 6, 49-57 (2000). [CrossRef] [PubMed]
- F. Gao, H. Zhao, Y. Tanikawa, and Y. Yamada, "Optical tomographic mapping of cerebral haemodynamics by means of time-domain detection: methodology and phantom validation," Phys. Med. Biol. 49, 1055-1078 (2004). [CrossRef] [PubMed]
- F. Gao, Y. Tanikawa, H. Zhao, and Y. Yamada, "Semi-three-dimensional algorithm for time-resolved diffuse optical tomography by use of the generalized pulse spectrum technique," Appl. Opt. 41, 7346-7358 (2002). [CrossRef] [PubMed]
- D.A. Boas, T.J. Gaudette, G. Strangman, X. Cheng, J.J.A. Marota, and J.B. Mandeville, "The accuracy of near infrared spectroscopy and imaging during focal changes in cerebral hemodynamics," Neuroimage 13, 76-90 (2001). [CrossRef] [PubMed]
- J.C. Hebden, A. Gibson, R. Yusof, N. Everdell, E.M.C. Hillman, D.T. Delpy, S.R. Arridge, T. Austin, J.H. Meek, J.S. Wyatt, "Three-dimensional optical tomography of the premature infant brain," Phys. Med. Biol. 47, 4155-4166 (2002) [CrossRef] [PubMed]
- A.P. Gibson, J.C. Hebden, and S.R. Arridge, "Recent advances in diffuse optical imaging," Phys. Med. Biol. 50,R1-R43 (2005). [CrossRef] [PubMed]
- G. Gratton, P.M. Corballis, E. Cho, M. Fabiani, and D.C. Hood, "Shades of gray matter: noninvasive optical images of human brain responses during visual stimulation," Psychophysiology 32, 505-509 (1995). [CrossRef] [PubMed]
- A.P. Gibson, J.C. Hebden, and S.R. Arridge, "Recent advances in diffuse optical imaging," Phys. Med. Biol. 50,R1-R43 (2005). [CrossRef] [PubMed]
- J.C. Hebden, A. Gibson, R. Yusof, N. Everdell, E.M.C. Hillman, D.T. Delpy, S.R. Arridge, T. Austin, J.H. Meek, J.S. Wyatt, "Three-dimensional optical tomography of the premature infant brain," Phys. Med. Biol. 47, 4155-4166 (2002) [CrossRef] [PubMed]
- J.C. Hebden, A. Gibson, R. Yusof, N. Everdell, E.M.C. Hillman, D.T. Delpy, S.R. Arridge, T. Austin, J.H. Meek, J.S. Wyatt, "Three-dimensional optical tomography of the premature infant brain," Phys. Med. Biol. 47, 4155-4166 (2002) [CrossRef] [PubMed]
- S.R. Hintz, D.A. Benaron, J.P. van Houten, J.L. Duckworth, F.W.H. Liu, S.D. Spilman, D.K. Stevenson, W.-F. Cheong, "Stationary headband for clinical time-of-flight optical imaging at the bedside," Photochem. Photobiol. 68, 361-369 (1999). [CrossRef]
- M. Hiraoka, M. Firbank, M. Essenpreis, M. Cope, S.R. Arridge, P. van der Zee, and D.T. Delpy, "A Monte Carlo investigation of optical pathlength in inhomogeneous tissue and its application to near-infrared spectroscopy," Phys. Med. Biol. 38, 1859-1876 (1993). [CrossRef] [PubMed]
- G. Gratton, P.M. Corballis, E. Cho, M. Fabiani, and D.C. Hood, "Shades of gray matter: noninvasive optical images of human brain responses during visual stimulation," Psychophysiology 32, 505-509 (1995). [CrossRef] [PubMed]
- H. Eda, I. Oda, Y. Ito, Y. Wada, Y. Oikawa, Y. Tsunazawa, M. Takada, Y. Tsuchiya, Y. Yamashita, M. Oda, A. Sassaroli, Y. Yamada, and M. Tamura, "Multichannel time-resolved optical tomographic imaging system," Rev. Sci. Instrum. 70, 3595-3602 (1999). [CrossRef]
- A. Maki, Y. Yamashita, Y. Ito, E. Watanabe, Y. Mayanagi, and H. Koizumi, "Spatial and temporal analysis of human motor activity using noninvasive NIR topography," Med. Phys. 22, 1997-2005 (1995). [CrossRef] [PubMed]
- J. Selb, D.K. Joseph, and D.A. Boas, "Time-gated optical system for depth-resolved functional brain imaging," J. Biomed. Opt. 11, 044008 (2006). [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, 034019 (2007). [CrossRef] [PubMed]
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Neuroimage
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Psychophysiology
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2007, Kacprzak, J. Biomed. Opt.
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- Special section on Optics in Neuroscience, J. Biomed. Opt. 10 (2005).
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- J. Selb, J.J. Stott, M.A. Franceschini, A.G. Sorenson and D.A. Boas, "Improved sensitivity to cerebral dynamics during brain activation with a time-gated optical system: analytical model and experimental validation," J. Biomed. Opt. 10, 011013 (2005). [CrossRef]
- 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," Neuroimage 24, 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, 3037-3047 (2004). [CrossRef] [PubMed]
- F. Martelli, S. Del Bianco, G. Zaccanti, A. Pifferi, A. Toricelli, A. Bassi, P. Taroni, and R. Cubeddu, "Phantom validation and in vivo application of an inversion procedure for retrieving the optical properties of diffusive layered media from time-resolved reflectance measurements," Opt. Lett. 29, (2004). [CrossRef] [PubMed]
- F. Gao, H. Zhao, Y. Tanikawa, and Y. Yamada, "Optical tomographic mapping of cerebral haemodynamics by means of time-domain detection: methodology and phantom validation," Phys. Med. Biol. 49, 1055-1078 (2004). [CrossRef] [PubMed]
- J.C. Hebden, A. Gibson, R. Yusof, N. Everdell, E.M.C. Hillman, D.T. Delpy, S.R. Arridge, T. Austin, J.H. Meek, J.S. Wyatt, "Three-dimensional optical tomography of the premature infant brain," Phys. Med. Biol. 47, 4155-4166 (2002) [CrossRef] [PubMed]
- H. Obrig and A. Villringer, "Beyond the visible - imaging the human brain with light," J. Cereb. Blood Flow Metab. 23,1-18 (2002). [PubMed]
- J. Steinbrink, H. Wabnitz, H. Obrig, A. Villringer, H. Rinneberg, "Determining changes in NIR absorption using a layered model of the human head," Phys. Med. Biol. 46, 879-896 (2001). [CrossRef] [PubMed]
- D.A. Boas, T.J. Gaudette, G. Strangman, X. Cheng, J.J.A. Marota, and J.B. Mandeville, "The accuracy of near infrared spectroscopy and imaging during focal changes in cerebral hemodynamics," Neuroimage 13, 76-90 (2001). [CrossRef] [PubMed]
- V. Ntziachristos, XH. Ma, A.G. Yodh, and B. Chance, "Multichannel photon counting instrument for spatially resolved near infrared spectroscopy," Rev. Sci. Instrum. 70, 193-201 (1999). [CrossRef]
- H. Eda, I. Oda, Y. Ito, Y. Wada, Y. Oikawa, Y. Tsunazawa, M. Takada, Y. Tsuchiya, Y. Yamashita, M. Oda, A. Sassaroli, Y. Yamada, and M. Tamura, "Multichannel time-resolved optical tomographic imaging system," Rev. Sci. Instrum. 70, 3595-3602 (1999). [CrossRef]
- M. Schweiger and S.R. Arridge, "Application of temporal filters to time resolved data in optical tomography," Phys. Med. Biol. 44, 1699-1717 (1999). [CrossRef] [PubMed]
- S.R. Hintz, D.A. Benaron, J.P. van Houten, J.L. Duckworth, F.W.H. Liu, S.D. Spilman, D.K. Stevenson, W.-F. Cheong, "Stationary headband for clinical time-of-flight optical imaging at the bedside," Photochem. Photobiol. 68, 361-369 (1999). [CrossRef]
- A. Maki, Y. Yamashita, Y. Ito, E. Watanabe, Y. Mayanagi, and H. Koizumi, "Spatial and temporal analysis of human motor activity using noninvasive NIR topography," Med. Phys. 22, 1997-2005 (1995). [CrossRef] [PubMed]
- G. Gratton, P.M. Corballis, E. Cho, M. Fabiani, and D.C. Hood, "Shades of gray matter: noninvasive optical images of human brain responses during visual stimulation," Psychophysiology 32, 505-509 (1995). [CrossRef] [PubMed]
- M. Hiraoka, M. Firbank, M. Essenpreis, M. Cope, S.R. Arridge, P. van der Zee, and D.T. Delpy, "A Monte Carlo investigation of optical pathlength in inhomogeneous tissue and its application to near-infrared spectroscopy," Phys. Med. Biol. 38, 1859-1876 (1993). [CrossRef] [PubMed]
- D.T. Delpy, M. Cope, P. van der Zee, S. Arridge, S. Wray, and J. Wyatt, "Estimation of optical pathlength through tissue from direct time of flight measurement," Phys. Med. Biol. 33, 1433-1442 (1988). [CrossRef] [PubMed]
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