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Joint reconstruction of initial pressure distribution and acoustic skull parameters in transcranial photoacoustic computed tomography

Poudel, Joemini and Matthews, Thomas P. and Anastasio, Mark A. and Wang, Lihong V. (2018) Joint reconstruction of initial pressure distribution and acoustic skull parameters in transcranial photoacoustic computed tomography. In: Photons Plus Ultrasound: Imaging and Sensing 2018. Proceedings of SPIE. No.10494. Society of Photo-Optical Instrumentation Engineers , Bellingham, WA, Art. No. 104942U. ISBN 9781510614734. http://resolver.caltech.edu/CaltechAUTHORS:20180907-104553589

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Abstract

The development of photoacoustic computed tomography (PACT) for neuroimaging in humans will fill an important void left by available imaging techniques. However, due to the presence of the skull, accurate image reconstruction in transcranial PACT remains challenging. Variations in the shear and longitudinal wave speed distributions due to the skull can induce strong aberrations in the measured photoacoustic wavefields. To mitigate these artifacts, image reconstruction methods in transcranial PACT require knowledge of these acoustic properties. However, such information may be difficult to obtain in practice. To circumvent this, we developed a joint reconstruction (JR) method for transcranial PACT where the longitudinal and shear speed distributions are reconstructed concurrently with the sought-after initial pressure distribution. The joint estimation of the initial pressure, longitudinal speed, and shear speed distributions from PACT data alone is unstable. To overcome this instability, we propose to incorporate prior information about the acoustic properties of the skull. Specifically, a low-dimensional parameterized acoustic representation of the skull is established with the aid of adjunct CT data. The use of a low-dimensional representation of the acoustic skull parameters effectively overcomes the instability of the JR problem and allows stable reconstruction of the acoustic skull parameters and the initial pressure distribution concurrently. To validate the proposed method, we conducted 3D numerical studies based on realistic human skull models derived from adjunct CT data. The efficacy of the proposed JR method was demonstrated through accurate reconstruction of the initial pressure, longitudinal speed, and shear speed distributions from PACT measurement data alone.


Item Type:Book Section
Related URLs:
URLURL TypeDescription
https://doi.org/10.1117/12.2290890DOIArticle
ORCID:
AuthorORCID
Anastasio, Mark A.0000-0002-3192-4172
Wang, Lihong V.0000-0001-9783-4383
Additional Information:© 2018 Society of Photo-Optical Instrumentation Engineers.
Record Number:CaltechAUTHORS:20180907-104553589
Persistent URL:http://resolver.caltech.edu/CaltechAUTHORS:20180907-104553589
Official Citation:Joemini Poudel, Joemini Poudel, Thomas P. Matthews, Thomas P. Matthews, Mark A. Anastasio, Mark A. Anastasio, Lihong V. Wang, Lihong V. Wang, } "Joint reconstruction of initial pressure distribution and acoustic skull parameters in transcranial photoacoustic computed tomography (Conference Presentation)", Proc. SPIE 10494, Photons Plus Ultrasound: Imaging and Sensing 2018, 104942U (14 March 2018); doi: 10.1117/12.2290890; https://doi.org/10.1117/12.2290890
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:89457
Collection:CaltechAUTHORS
Deposited By: Tony Diaz
Deposited On:10 Sep 2018 18:01
Last Modified:10 Sep 2018 18:01

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