DocumentCode :
754226
Title :
Fluorescence-enhanced optical tomography using referenced measurements of heterogeneous media
Author :
Roy, Ranadhir ; Godavarty, Anuradha ; Sevick-Muraca, Eva M.
Author_Institution :
Photon Migration Labs., Texas A&M Univ., College Station, TX, USA
Volume :
22
Issue :
7
fYear :
2003
fDate :
7/1/2003 12:00:00 AM
Firstpage :
824
Lastpage :
836
Abstract :
A three-dimensional image reconstruction for fluorescence-enhanced frequency-domain photon migration (FDPM) measurements in turbid media is developed and investigated for three different simulated measurement types: 1) absolute emission measurement, or emission measurements of phase and amplitude attenuation made for a given incident point source of excitation light; 2) referenced emission measurements made relative to an excitation measurement conducted at a single reference point away from the incident source; and 3) referenced emission measurements made relative to the excitation measurement conducted at identical points of detection. The image reconstruction algorithm employs a gradient-based constrained truncated Newton (CONTN) method which implements a bounding parameter, which can be used to govern the level of contrast used to discriminate tissue volumes from heterogeneous background tissues. Reverse differentiation technique is used to calculate the gradients. Using simulated data with superimposed noise to achieve a signal-to-noise ratio of 55 and 35 dB to mimic experimental excitation and emission FDPM measurements, respectively, we show the robustness of emission measurements referenced to excitation light. We investigate the performance of algorithm CONTN using these measurement techniques and show that the absorption coefficients due to fluorophore are reconstructed by CONTN accurately and efficiently. Furthermore, we demonstrate the performance of the bounding parameter for rejection of background artifacts owing to background tissue heterogeneity.
Keywords :
biomedical optical imaging; fluorescence; image enhancement; image reconstruction; medical image processing; optical tomography; turbidity; background artifacts rejection; background tissue heterogeneity; bounding parameter; constrained optimization; excitation measurement; fluorescence-enhanced optical tomography; frequency-domain photon migration; gradient-based constrained truncated Newton method; heterogeneous media; medical diagnostic imaging; referenced measurements; reverse differentiation; signal-to-noise ratio; superimposed noise; tissue volumes discrimination; Attenuation measurement; Fluorescence; Frequency measurement; Image reconstruction; Noise measurement; Nonhomogeneous media; Optical attenuators; Phase measurement; Signal to noise ratio; Tomography; Algorithms; Computer Simulation; Image Enhancement; Imaging, Three-Dimensional; Optics; Photons; Scattering, Radiation; Spectrometry, Fluorescence; Spectroscopy, Near-Infrared; Tomography;
fLanguage :
English
Journal_Title :
Medical Imaging, IEEE Transactions on
Publisher :
ieee
ISSN :
0278-0062
Type :
jour
DOI :
10.1109/TMI.2003.815072
Filename :
1216205
Link To Document :
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