Full-Wave Image Reconstruction in Transcranial Photoacoustic Computed Tomography Using a Finite Element Method.
biomechanical · Level V
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- Record sourced from PubMed, PMID 39250376.
- Also identified by DOI 10.1109/TMI.2024.3456595 and PMC identifier 11875890.
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Abstract
Transcranial photoacoustic computed tomography presents challenges in human brain imaging due to skull-induced acoustic aberration. Existing full-wave image reconstruction methods rely on a unified elastic wave equa- tion for skull shear and longitudinal wave propagation, therefore demanding substantial computational resources. We propose an efficient discrete imaging model based on finite element discretization. The elastic wave equation for solids is solely applied to the hard-tissue skull region, while the soft-tissue or coupling-medium region that dominates the simulation domain is modeled with the simpler acoustic wave equation for liquids. The solid-liquid interfaces are explicitly modeled with elastic-acoustic coupling. Furthermore, finite element discretization allows coarser, irregular meshes to conform to object geometry. These factors significantly reduce the linear system size by 20 times to facilitate accurate whole-brain simulations with improved speed. We derive a matched forward-adjoint operator pair based on the model to enable integration with various optimization algorithms. We validate the reconstruction framework through numerical simulations and phantom experiments.
Medical subject headings
- Photoacoustic Techniques
- Image Processing, Computer-Assisted
- Tomography, X-Ray Computed