design and performance of a near-infrared, spectral...
TRANSCRIPT
Introduction
Optical absorption reveals both angiogenesis and
hypermetabolism, both of which are hallmarks of cancer. Near
infrared (NIR) imaging relies mainly on the absorption of
hemoglobin for the source of image contrast, and is highly
sensitive to the oxygen saturation of hemoglobin (SO2). [1-4]. We
recently developed a paired-wavelength spectral approach to
quantify the oxygen saturation of the hemoglobin in breast tumors
[5]. The basic idea is that an appropriate choice of a pair of
wavelengths (λ1, λ2), which depends on the oxygenation level of
the tumor and on the optical properties of the background healthy
breast tissue, leads to a measurement of the tumor oxygenation
that is largely independent of the tumor size, shape, and location
inside the breast [5].
Here, we present the scanning system and experimental results to
show the performance of our new system.
Yang Yu, Ning Liu, Angelo Sassaroli, and Sergio Fantini
Tufts University, Department of Biomedical Engineering, 4 Colby Street, Medford, MA 02155, USA
Abstract
A tunable band-pass(500nm to 1000nm) Xenon arc lamp is
coupled to a source fiber which delivers the light to the sample.
The light transmitted through the sample is sent through a
detector fiber to a spectrograph and then spatially dispersed onto
the charged-coupled device(CCD) array. The source and detector
fibers are collinear to each other and perform a tandem 2D scan.
The spatial sampling rate is controlled by changing the speed of
stepper motors and CCD acquisition time in a LabVIEW program.
We are optimizing the system in terms of signal-to-noise
ratio(SNR) at different wavelengths under the condition that the
maximum scanning time is 5 minutes for a typical breast scanning.
Fundamental tests are performed by using homogenous diffusive
media with optical properties similar to breast tissue. Incorporated
with the novel pair-wavelength approach, our breast imaging
system can provide relevant oxygenation information that can
ultimately result in a higher specificity for tumor detection or more
efficient follow-up to treatment.
Block Diagram for Block Diagram for
Optical Mammography InstrumentOptical Mammography Instrument
Essential Components corresponding to the Block Diagram
5-phase step motor –(adjust scanning speed (starting from 1cm/s))
Xenon Arc lamp (maximum output power 350W, provide broadband light
from 500nm to 1000nm after UV-filtering, )
Charged-coupled device detector(record spectral information at each
detection point with 1024*1024 pixel array)
LabVIEW program (control the scanning and data acquisition process)
Spectrograph (spectral dispersion 20nm/mm)
Optical fibers (deliver and receive photons with internal diameter: 4mm,
radiation exposure measured after the fiber attenuation)
SIEMENS scanning platform (adjustable height to accommodate various
subjects with parallel glass to achieve mild compression. equipped with gliding
scanner and detector where the optic fibers are embedded)
DAQ board (interface where analog trigger and TTL pulse signals are sent
and received)
Mammography instrumentation picture
corresponding to block diagram
The cooling system for the Arc Lamp and CCD camera, which is critical to
reduce the electronic noise generated inside the detector and source, does
not show in the figure above.
Spectrograph
CCD
Computer
Filters (500nm-
1000nm)
Xenon Arc
Lamp
Illumination
fiber bundleCollection fiber
bundle
6.3cm
30.4cm14.3cm
10cm
1cm diameter,
12cm long
cylindrical hole
6cm
Solid phantomSolid phantomSolid phantom
Shot Noise Description--- Poisson Distribution
Signal is the mean value of data points from one specific location
Noise is the standard deviation of data points from the same location
As a result, the detected signal level should be maximized in order to
achieve the optimal SNR with the regulation of CIE S 009: 2002.
CCD exposure time, which is limited by the maximum scanning time, is
another critical parameter that can affect the detected signal level.
Preliminary experiment setup Preliminary experiment setup
on solid phantomon solid phantom
Discussion
Noise can be characterized into three categories:
� Electronic Noise stems from the CCD dark current, readout noise and
amplifier noise. It is independent upon the signal level and its effect can
be significantly reduced by background acquisition in dark ambience.
� Structural noise comes from the slight misalignment between scanner and
detector, and different scratches among different glass positions. To sum
up, the structural noise is due to the instrumentation inhomogeneity.
Currently we are correcting this noise by flat-field method.
� After all the correction methods, the shot noise is the dominant noise
source to concern about. According to the definition of Poisson
Distribution, ANSI stardards, the light intensity should be increased to the
largest extent with the compliance to the current ANSI standards. Under
the 5-minute maximum scanning time, the CCD exposure time should be
increased given specific pixel size and subject breast size.
Conclusions
We have built a mammography spectral imaging system that provides a
large flexibility in terms of pixel size (in the order of millimeters), scanning
speed (starting from 1.0cm/s) and light radiance.
We are planning to assess the robustness of the pair-wavelength method
on human subjects and make comparisons with other spectral methods.
Combining with this newly-developed instrument we will measure the
oxygen saturation of hemoglobin in human breast tumors on patients from
different races.
Acknowledgments
This research is supported by the National Institutes of Health (Grant
CA95885), and by the National Science Foundation (Award BES-
93840).
References
[1] B. W. Pogue, S. Jiang, H. Dehghani, C. Kogel, S. Soho, S.
Srinivasan, X. Song, T. D. Tosteson, S. P. Poplack, and
K. D. Paulsen, “Characterization of hemoglobin, water, and NIR
scattering in breast tissue: analysis of intersubject variability and
menstrual cycle changes,” J. Biomed. Opt. 9, 541-552 (2004).
[2] Shah N, Cerussi AE, Jakubowski D, Hsiang D, Butler J, Tromberg BJ,
“Spatial variations in optical and physiological properties of healthy
breast tissue,” J. Biomed Opt. 9(3), 534-40, (2004)
[3] Pifferi A, Swartling J, Chikoidze E, Torricelli A, Taroni P, Bassi A,
Andersson-Engels, Cubeddu R., “Spectroscopic time-resolved diffuse
reflectance and transmittance measurements of the female breast at
different interfiber distances,” J. Biomed Opt. 9(6), 1143-51, (2004)
[4] Rinneberg H, Grosenick D, Moesta KT, Mucke J, Gebauer B,
Stroszczynski C, Wabnitz H, Moeller M, Wassermann B, Schlag PM,
“Scanning time-domain optical mammography: detection and
characterization of breast tumors in vivo,” Technol Cancer Res. Treat,
4(5), 483-96, (2005).
[5] E. L. Heffer and S. Fantini, “Quantitative oximetry of breast tumors: a
near-infrared method that identifies two optimal wavelengths for each
tumor,” Appl. Opt. 41, 3827-3839, (2002).
Design and Performance of a NearDesign and Performance of a Near--Infrared, Spectral Imaging SystemInfrared, Spectral Imaging System
For Optical MammographyFor Optical Mammography
0 2 4 6 8 10 12 14 16 18 200
50
100
150
200
250
x /cm
y/ summed C
CD intensity along column
S umm ed O ne S c ann ing line o f U n iform P han tom
X : 82
Y : 147 .3
10 .4c m10cm
uniform phantom iamge with
optical properties
similar to human breast
(Pixel size: 2.0mm×2.0mm;
Contrast-to-Noise Ratio: 8.4)
the averaged intensity for one scanning line
The two valleys here correspond
to inhomogeneity in the phantom which
is represented by dark parts in the left image
Key Experiment Parameters0 . 0 1 5 0 . 0 2 0 . 0 2 5 0 . 0 3 0 . 0 3 5 0 . 0 4 0 . 0 4 5
1 2 0 0
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The Square of SNR
S N R h a s a l i n e a r i t y r e l a t i o n s h i p w i t h C C D e x p o s u r e t i m e
2 4 6 8 10 12 14 16 18 20
2
4
6
8
10
12
14
16
18
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x/cm
y/cm
Uniform Phantom Scanning3(Apr 27,2007)
0
50
100
150
200
( )
( ) ,cm1.06.10nm690
,cm0003.00110.0nm690
1'
0
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The optical properties of the phantom at 690nm and 830nm are
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