A parallel adaptive finite element simplified spherical harmonics approximation solver
نویسندگان
چکیده
Fluorescence molecular imaging/tomography may play an important future role in preclinical research and clinical diagnostics. Time-and frequency-domain fluorescence imaging can acquire more measurement information than the continuous wave (CW) counterpart, improving the image quality of fluorescence molecular tomography. Although diffusion approximation (DA) theory has been extensively applied in optical molecular imaging, high-order photon migration models need to be further investigated to match quantitation provided by nuclear imaging. In this paper, a frequency-domain parallel adaptive finite element solver is developed with simplified spherical harmonics (SP N) approximations. To fully evaluate the performance of the SP N approximations, a fast time-resolved tetrahedron-based Monte Carlo fluorescence simulator suitable for complex heterogeneous geometries is developed using a convolution strategy to realize the simulation of the fluorescence excitation and emission. The validation results show that high-order SP N can effectively correct the modeling errors of the diffusion equation, especially when the tissues have high absorption characteristics or when high modulation frequency measurements are used. Furthermore, the parallel adaptive mesh evolution strategy improves the modeling precision and the simulation speed significantly on a realistic digital mouse phantom. This solver is a promising platform for fluorescence molecular tomography using high-order approximations to the radiative transfer equation. Nomenclature , ∂∂ domain and its boundary r position vectorˆs, ˆ s outgoing and incoming directions of photons ω modulation frequency ψ x,m excitation (x) and emission (m) radiances μ x,m a , μ x,m s , g absorption and scattering coefficients, and anisotropy factor of the domain at excitation and emission wavelengths μ xf a absorption coefficient of the fluorophore c b light speed in the domain p(·) scattering phase function Q, τ quantum efficiency and lifetime of the fluorophore cos θ scattering angle φ x,m excitation and emission fluence n b , n m refractive indices of the domain and the medium S illumination source R(·) reflectivity ratio θ b , θ m , θ c incidence, transmission and critical angle J + x,m exiting partial current at excitation and emission wavelengths γ n , ϕ n Legendre moments of ψ and composite moments of γ n coefficients of boundary conditions at excitation and emission wavelengths T , T c volumetric mesh and its subdomain N c , N P , N T c number of CPUs, nodes of the mesh, elements in T c τ e , ∂τ e volumetric and surface elements ϕ l,x,m i,p value at …
منابع مشابه
A parallel adaptive finite element simplified spherical harmonics approximation solver for frequency domain fluorescence molecular imaging.
Fluorescence molecular imaging/tomography may play an important future role in preclinical research and clinical diagnostics. Time- and frequency-domain fluorescence imaging can acquire more measurement information than the continuous wave (CW) counterpart, improving the image quality of fluorescence molecular tomography. Although diffusion approximation (DA) theory has been extensively applied...
متن کاملExtended Finite Element Method with Simplified Spherical Harmonics Approximation for the Forward Model of Optical Molecular Imaging
An extended finite element method (XFEM) for the forward model of 3D optical molecular imaging is developed with simplified spherical harmonics approximation (SP(N)). In XFEM scheme of SP(N) equations, the signed distance function is employed to accurately represent the internal tissue boundary, and then it is used to construct the enriched basis function of the finite element scheme. Therefore...
متن کاملAn efficient solver for volumetric scattering based on fast spherical harmonics transforms
The Helmholtz equation arises in the study of electromagnetic radiation, optics, acoustics, etc. In spherical coordinates, its general solution can be written as a spherical harmonic series which satisfies the radiation condition at infinity, ensuring that the wave is outgoing. The boundary condition at infinity is hard to enforce with a finite element method since a suitable approximation need...
متن کاملVerification of the Coupled Space-angle Adaptivity Algorithm for the Finite Element-spherical Harmonics Method via the Method of Manufactured Solutions
This paper describes the verification of the recently developed space-angle self-adaptive algorithm for the finite element-spherical harmonics method via the Method of Manufactured Solutions. This method provides a simple, yet robust way for verifying the theoretical properties of the adaptive algorithm and interfaces very well with the underlying second-order, even-parity trasnport formulation...
متن کاملGoal-Oriented Self-Adaptive hp Finite Element Simulation of 3D DC Borehole Resistivity Simulations
In this paper we present a goal-oriented self-adaptive hp Finite Element Method (hp-FEM) with shared data structures and a parallel multi-frontal direct solver. The algorithm automatically generates (without any user interaction) a sequence of meshes delivering exponential convergence of a prescribed quantity of interest with respect to the number of degrees of freedom. The sequence of meshes i...
متن کامل