A comparison between transport and diffusion calculations using a finite
element-spherical harmonics radiation transport method
E. D. Aydin
a)
Canakkale Onsekiz Mart University, Faculty of Arts and Sciences, Department of Physics,
Terzioglu Campus, 17100, Canakkale, Turkey
C. R. E. de Oliveira and A. J. H. Goddard
Computational Physics and Geophysics Group, Department of Earth Sciences and Engineering,
Imperial College of Science, Technology and Medicine, Prince Consort Road, London SW7 2BP,
United Kingdom
Received 4 September 2001; accepted for publication 14 June 2002; published 12 August 2002
Most researchers choose the diffusion approximation to the transport equation as the model to
describe photon migration in biological tissues. However, the applicability of this approximation is
limited and, in certain cases, invalid. In this paper we introduce a two-dimensional, finite element-
spherical harmonics FE-P
N
radiation transport method for the simulation of light propagation in
tissue. The propagation of light is investigated first in a layered cylinder, which can be seen as a
very simplistic approximation of a human head. Effects of the anisotropy factor g on the photon
migration is then examined in homogeneous and heterogeneous media for different values of g and
s
. The influence of void-like heterogeneities and channels in which absorption and scattering are
very small compared with the surrounding medium on the transport of photons is also investigated.
Significant differences between transport and diffusion calculations are shown to occur in all cases.
© 2002 American Association of Physicists in Medicine. DOI: 10.1118/1.1500404
Key words: photon migration, Boltzmann transport equation, finite elements, spherical harmonics,
anisotropic scattering
I. INTRODUCTION
The propagation of light in tissue is a question of growing
concern in many medical applications such as disease diag-
nosis and medical imaging using optical techniques.
1,2
The
diffusion approximation to the transport equation has be-
come a widely used model for the migration of photons in
turbid media, especially for the problems with large propa-
gation distances.
3,4
Furthermore, solutions for the inverse
problems of photon propagation in the literature are almost
exclusively based on the diffusion theory approximations.
5–7
However, it is well known that, in order to apply the diffu-
sion approximation, photon scattering must be the dominant
process in the material.
8,9
This can be expressed mathemati-
cally as
a
s
where
a
is the absorption coefficient and
s
is the scattering coefficient. This condition is generally
true for tissue, where the typical parameter ranges are
a
=0.01– 0.1 mm
-1
and
s
=10– 100 mm
-1
, when the near-
infrared NIR wavelength that is used to probe the tissue is
between 600 and 900 nm. The diffusion theory, therefore,
becomes an appropriate approximation for many biomedical
applications at these wavelengths.
10
Although media such as skin, bone, brain matter, and
breast tissue satisfy the above-given condition, there also ex-
ist low-scattering almost clear regions, such as cerebrospinal-
fluid-filled spaces in the brain or the synovial-fluid-filled
space in joints. It has been shown in the literature that the
diffusion theory fails to accurately describe the light propa-
gation in these regions.
11,9
Moreover, the problems involving
very thin tissue layers cannot correctly be described by this
approximation due to the fact that they may not be scatter
dominated.
12,13
Another problem with diffusion theory oc-
curs at strong discontinuities regions where the optical prop-
erties change dramatically from the surrounding region.
14
In
addition, description of an anisotropic source and anisotropic
photon scattering cannot directly be taken into account
within this theory.
15,16
To model anisotropic scattering sev-
eral researchers have applied Monte Carlo MC
methods.
17–20
Although MC simulations provide essentially
correct solutions, these simulations are too slow to be used
for realistic geometries large and optically dense volumes,
such as the breast and brain. Therefore, they have normally
been limited to small tissue volumes.
Among the researchers, Boas
21
employed the P
3
approxi-
mation for an infinite homogeneous media. He determined
optical properties of highly absorbing media solving the
frequency-domain diffusion equation and transport equation
within P
3
approximation. He found that, in most cases, the
P
3
approximation permits a more accurate determination of
the optical properties of highly absorbing media. Hielscher
et al.
22,23
employed a finite-difference discrete-ordinate
transport method for the calculation of photon migration in
biological tissues. They also reported the differences be-
tween transport and diffusion solution for various homoge-
neous and heterogeneous tissue-like media.
A number of studies have been performed to investigate
the propagation of light especially in various models of the
adult head including nonscattering region CSF. Okada
et al.
24
employed models consisting of three- or four-layered
2013 2013 Med. Phys. 29 „9…, September 2002 0094-2405Õ2002Õ29„9…Õ2013Õ11Õ$19.00 © 2002 Am. Assoc. Phys. Med.