29 June 2001 Characterization of the point spread function for diffuse optical tomographic imaging and the effect of noise on resolution
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Proceedings Volume 4250, Optical Tomography and Spectroscopy of Tissue IV; (2001); doi: 10.1117/12.434509
Event: BiOS 2001 The International Symposium on Biomedical Optics, 2001, San Jose, CA, United States
Abstract
Diffuse optical tomographic imaging has broad application to the field of clinical diagnosis of diseased tissue states. In particular, there has been considerable interest in applying diffuse optical imaging to breast cancer detection. We explore the effects of such parameters as regularization, source-to-source and detector-to-detector spacing, voxel size and source modulation frequency on characteristics of the point spread function (PSF) of the reconstructed image. An understanding of these effects is critical to the optimization of diffuse optical tomographic imaging techniques. We also present a figure of merit that can be used to compare various reconstruction techniques and parameters when considering the effects of noise on quantitative accuracy and resolution. In all cases we look at heterogeneities with changes in absorption only and limit the analysis to the linear approximation of the diffusion equation. We show that the resolution and quantitative accuracy are fundamentally limited by the degree of regularization required to achieve images of acceptable contrast in the presence of representative noise levels. All simulations are based on Tikhonov regularization and truncated singular value decomposition (TSVD) reconstruction techniques for which we have generally achieved best results.
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Thomas J. Brukilacchio, Quan Zhang, Thomas Gaudett, Lai Wang, Ang Li, David A. Boas, "Characterization of the point spread function for diffuse optical tomographic imaging and the effect of noise on resolution", Proc. SPIE 4250, Optical Tomography and Spectroscopy of Tissue IV, (29 June 2001); doi: 10.1117/12.434509; https://doi.org/10.1117/12.434509
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KEYWORDS
Point spread functions

Sensors

Signal to noise ratio

Optical imaging

Absorption

Tissue optics

Diffuse optical imaging

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