CaltechAUTHORS
  A Caltech Library Service

Iterative image reconstruction in transcranial photoacoustic tomography based on the elastic wave equation

Poudel, Joemini and Na, Shuai and Wang, Lihong V. and Anastasio, Mark A. (2020) Iterative image reconstruction in transcranial photoacoustic tomography based on the elastic wave equation. Physics in Medicine and Biology, 65 (5). Art. No. 055009. ISSN 0031-9155. PMCID PMC7202377. https://resolver.caltech.edu/CaltechAUTHORS:20200124-142311940

[img] PDF - Published Version
Creative Commons Attribution.

4Mb
[img] PDF - Accepted Version
See Usage Policy.

2670Kb

Use this Persistent URL to link to this item: https://resolver.caltech.edu/CaltechAUTHORS:20200124-142311940

Abstract

Photoacoustic computed tomography (PACT) is an emerging computed imaging modality that exploits optical contrast and ultrasonic detection principles to form images of the photoacoustically induced initial pressure distribution within tissue. The PACT reconstruction problem corresponds to a time-domain inverse source problem, where the initial pressure distribution is recovered from the measurements recorded on an aperture outside the support of the source. A major challenge in transcranial PACT of the brain is to compensate for aberrations and attenuation in the measured data due to the propagation of the photoacoustic wavefields through the skull. To properly account for these effects, a wave equation-based inversion method can be employed that can model the heterogeneous elastic properties of the medium. In this study, an optimization-based image reconstruction method for 3D transcranial PACT is developed based on the elastic wave equation. To accomplish this, a forward-adjoint operator pair based on a finite-difference time-domain discretization of the elastic wave equation is utilized to compute penalized least squares estimates of the initial pressure distribution. Computer-simulation and experimental studies are conducted to investigate the robustness of the reconstruction method to model mismatch and its ability to effectively resolve cortical and superficial brain structures.


Item Type:Article
Related URLs:
URLURL TypeDescription
https://doi.org/10.1088/1361-6560/ab6b46DOIArticle
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7202377PubMed CentralArticle
ORCID:
AuthorORCID
Na, Shuai0000-0003-2083-0047
Wang, Lihong V.0000-0001-9783-4383
Anastasio, Mark A.0000-0002-3192-4172
Additional Information:© 2020 Institute of Physics and Engineering in Medicine. Original content from this work may be used under the terms of the Creative Commons Attribution 3.0 licence. Any further distribution of this work must maintain attribution to the author(s) and the title of the work, journal citation and DOI. Received 6 November 2019; Accepted 14 January 2020; Accepted Manuscript online 14 January 2020; Published 2 March 2020. This work was supported in part by National Institutes of Health Grants R01 NS102213, U01 NS099717 and 5T32EB01485505.
Funders:
Funding AgencyGrant Number
NIHR01 NS102213
NIHU01 NS099717
NIH Predoctoral Fellowship5T32EB01485505
Issue or Number:5
PubMed Central ID:PMC7202377
Record Number:CaltechAUTHORS:20200124-142311940
Persistent URL:https://resolver.caltech.edu/CaltechAUTHORS:20200124-142311940
Official Citation:Joemini Poudel et al 2020 Phys. Med. Biol. 65 055009
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:100908
Collection:CaltechAUTHORS
Deposited By: Tony Diaz
Deposited On:25 Jan 2020 03:26
Last Modified:29 Oct 2020 21:32

Repository Staff Only: item control page