Abstract—The paper considers a layer-to-layer 3D
reconstruction method for diffuse optical mammotomography
which uses conic geometry for time-domain measurements. The
method is based on an approximate 2D reconstruction of
transverse layers of a conic scattering object by inverting an
integral equation with integration along a photon average
trajectory. The equation is inverted using a backprojection
algorithm with an original filtration of optical projections by
the Vainberg-Butterworth method. A numerical experiment
shows that our method reconstructs the 3D distributions of
absorbing inhomogeneities embedded in a conic object much
faster than the multistep Newton-like algorithms, and
reconstruction accuracy remains acceptable, at least when
inhomogeneities are not in the immediate vicinity of object
boundaries.
I. INTRODUCTION
IFFUSE optical mammotomography (DOM) is a
promising medical imaging method aimed at the early
detection of breast cancer [1] - [5]. In this method female
breast is illuminated by near-infrared radiation in the so-
called therapeutic transparency window from 700 to 900 nm.
Near-infrared light from an array of sources is observed with
an array of receivers and then an inverse problem, i.e. the
tomographic reconstruction problem is solved to localize
breast tumor. Most importantly, DOM helps visualize the
spatial distributions of functional optical parameters such as
blood volume and blood oxygen saturation. As a result, it
becomes possible to detect structures with increased
vascularity that is a characteristic feature of malignancy [6].
It does mean that DOM allows primary breast cancer to be
distinguished from benign lesions. Moreover, DOM has
other advantages in comparison with traditional
mammographic imaging modalities. Unlike X-ray
mammography and computed tomography, it poses no risk
from ionizing radiation. DOM is significantly more
inexpensive than magnetic resonance imaging or positron
emission tomography. Last, DOM allows obtaining
mammograms with greater contrast than Doppler
ultrasonography or ultrasonic reflectivity tomography.
Manuscript received November 2, 2009.
A. B. Konovalov is with the Russian Federal Nuclear Center –
Zababakhin Institute of Applied Physics, PO Box 245, Snezhinsk
Chelyabinsk Region, 456770 Russia (phone: +73514654639; fax:
+73514652233; e-mail: a_konov@ mail.vega-int.ru).
A. S. Uglov is with the Russian Federal Nuclear Center – Zababakhin
Institute of Applied Physics, PO Box 245, Snezhinsk Chelyabinsk Region,
456770 Russia (e-mail: a.s.uglov@vniitf.ru).
V. V. Lyubimov is with the Institute for Laser Physics of Vavilov State
Optical Institute Corporation, Birzhevaya Line 12, St.Petersburg, 199034
Russia (e-mail: vv_lyubimov@mail.ru).
DOM measurements are now taken mainly in two ways:
the breast is compressed between two parallel glass plates
with the sources and receivers of near-infrared light [1] - [3]
or the breast is put into an applicator in the form of a cup or
a cone [4], [5]. In the latter case, the air gaps between the
breast and the glass surface of the applicator are filled with a
tissue-equivalent gel to match refractive indices. In what the
first way of measurement is good is that the inverse problem
of diffuse optical tomography (DOT) can be fitted using
exact analytical solutions of the transport or diffusion
equation. The second works better in practice because it is
not necessary to compress the breast thus providing comfort
for patients with no risk of distorting the optical properties
of the tissue under examination. If however object geometry
is complicated, it is impossible to construct and use the exact
analytical solutions of the transport or diffusion equation. To
reconstruct the optical inhomogeneity distributions in this
case, they use the Newton-like algorithms [7] based on a
multiple numerical solution of the forward problem of DOT,
i.e. the problem of radiation propagation through matter. A
procedure of step-by-step solution approximation requires a
computing time of no less than a few tens of minutes for
getting 3D mammotomograms, and is therefore inapplicable
for the real-time clinical explorations.
In order to fasten the process of reconstruction, we have
recently developed a new method based on the concept of
photon average trajectory (PAT) [8] - [12]. The method
allows us to reduce the reconstruction procedure to the
solution of an integral equation with integration along a
generally curvilinear PAT:
() () ()
t
L
g t vl f dl = < >
∫
r (1)
Here () g t is the optical projection (the relative signal
disturbance due to optical inhomogeneities) measured for
time-gating delay t , () f r is the sought function of optical
inhomogeneity distribution,
t
<⋅> is the operator of
averaging over the spatial distribution of the photons that
contribute to the measured optical signal, L is the PAT from
the source point to the receiver point, l is distance along the
PAT, and () vl is a factor meaning the inverse relative
velocity of photons moving along the PAT over time t . We
consider implementations of the PAT method with the use of
algebraic reconstruction techniques in [8] - [10]. It is shown
in [11], [12] that 2D reconstruction by the PAT method can
Diffuse Optical Mammotomography Based on Backprojection
Algorithm with Vainberg-Butterworth Filtration
Alexander B. Konovalov, Alexander S. Uglov, and Vladimir V. Lyubimov
D
Proceedings of the 4th International Symposium on Communications,
Control and Signal Processing, ISCCSP 2010, Limassol, Cyprus, 3-5 March 2010
978-1-4244-6287-2/10/$26.00 ©2010 IEEE