Efficient nonlinear beamformer based on P’th root of detected signals for linear-array photoacoustic tomography : application to sentinel lymph node imaging

In linear-array transducer-based photoacoustic (PA) imaging, B-scan PA images are formed using the raw channel PA signals. Delay-and-sum (DAS) is the most prevalent algorithm due to its simple implementation, but it leads to low-quality images. Delay-multiply-and-sum (DMAS) provides a higher image q...

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Main Authors: Mozaffarzadeh, Moein, Makkiabadi, Bahador, Periyasamy, Vijitha, Pramanik, Manojit
Other Authors: School of Chemical and Biomedical Engineering
Format: Article
Language:English
Published: 2018
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Online Access:https://hdl.handle.net/10356/88990
http://hdl.handle.net/10220/46046
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-889902023-12-29T06:52:09Z Efficient nonlinear beamformer based on P’th root of detected signals for linear-array photoacoustic tomography : application to sentinel lymph node imaging Mozaffarzadeh, Moein Makkiabadi, Bahador Periyasamy, Vijitha Pramanik, Manojit School of Chemical and Biomedical Engineering Photoacoustic Imaging DRNTU::Engineering::Bioengineering Nonlinear Beamformer In linear-array transducer-based photoacoustic (PA) imaging, B-scan PA images are formed using the raw channel PA signals. Delay-and-sum (DAS) is the most prevalent algorithm due to its simple implementation, but it leads to low-quality images. Delay-multiply-and-sum (DMAS) provides a higher image quality in comparison with DAS while it imposes a computational burden of O  (  M2  )  . We introduce a nonlinear (NL) beamformer for linear-array PA imaging, which uses the p’th root of the detected signals and imposes the complexity of DAS [O  (  M  )  ]. The proposed algorithm is evaluated numerically and experimentally [wire-target and in-vivo sentinel lymph node (SLN) imaging], and the effects of the parameter p are investigated. The results show that the NL algorithm, using a root of p (NL_p), leads to lower sidelobes and higher signal-to-noise ratio compared with DAS and DMAS, for (p  >  2). The sidelobes level (for the wire-target phantom), at the depth of 11.4 mm, are about −31, −52, −52, −67, −88, and −109  dB, for DAS, DMAS, NL_2, NL_3, NL_4, and NL_5, respectively, indicating the superiority of the NL_p algorithm. In addition, the best value of p for SLN imaging is reported to be 12. MOE (Min. of Education, S’pore) Published version 2018-09-20T03:45:10Z 2019-12-06T17:15:24Z 2018-09-20T03:45:10Z 2019-12-06T17:15:24Z 2018 Journal Article Mozaffarzadeh, M., Periyasamy, V., Pramanik, M., & Makkiabadi, B. (2018). Efficient nonlinear beamformer based on P’th root of detected signals for linear-array photoacoustic tomography : application to sentinel lymph node imaging. Journal of Biomedical Optics, 23(12), 121604-. doi:10.1117/1.JBO.23.12.121604 1083-3668 https://hdl.handle.net/10356/88990 http://hdl.handle.net/10220/46046 10.1117/1.JBO.23.12.121604 en Journal of Biomedical Optics © 2018 Society of Photo-optical Instrumentation Engineers (SPIE). This paper was published in Journal of Biomedical Optics and is made available as an electronic reprint (preprint) with permission of Society of Photo-optical Instrumentation Engineers (SPIE). The published version is available at: [http://dx.doi.org/10.1117/1.JBO.23.12.121604]. One print or electronic copy may be made for personal use only. Systematic or multiple reproduction, distribution to multiple locations via electronic or other means, duplication of any material in this paper for a fee or for commercial purposes, or modification of the content of the paper is prohibited and is subject to penalties under law. 12 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Photoacoustic Imaging
DRNTU::Engineering::Bioengineering
Nonlinear Beamformer
spellingShingle Photoacoustic Imaging
DRNTU::Engineering::Bioengineering
Nonlinear Beamformer
Mozaffarzadeh, Moein
Makkiabadi, Bahador
Periyasamy, Vijitha
Pramanik, Manojit
Efficient nonlinear beamformer based on P’th root of detected signals for linear-array photoacoustic tomography : application to sentinel lymph node imaging
description In linear-array transducer-based photoacoustic (PA) imaging, B-scan PA images are formed using the raw channel PA signals. Delay-and-sum (DAS) is the most prevalent algorithm due to its simple implementation, but it leads to low-quality images. Delay-multiply-and-sum (DMAS) provides a higher image quality in comparison with DAS while it imposes a computational burden of O  (  M2  )  . We introduce a nonlinear (NL) beamformer for linear-array PA imaging, which uses the p’th root of the detected signals and imposes the complexity of DAS [O  (  M  )  ]. The proposed algorithm is evaluated numerically and experimentally [wire-target and in-vivo sentinel lymph node (SLN) imaging], and the effects of the parameter p are investigated. The results show that the NL algorithm, using a root of p (NL_p), leads to lower sidelobes and higher signal-to-noise ratio compared with DAS and DMAS, for (p  >  2). The sidelobes level (for the wire-target phantom), at the depth of 11.4 mm, are about −31, −52, −52, −67, −88, and −109  dB, for DAS, DMAS, NL_2, NL_3, NL_4, and NL_5, respectively, indicating the superiority of the NL_p algorithm. In addition, the best value of p for SLN imaging is reported to be 12.
author2 School of Chemical and Biomedical Engineering
author_facet School of Chemical and Biomedical Engineering
Mozaffarzadeh, Moein
Makkiabadi, Bahador
Periyasamy, Vijitha
Pramanik, Manojit
format Article
author Mozaffarzadeh, Moein
Makkiabadi, Bahador
Periyasamy, Vijitha
Pramanik, Manojit
author_sort Mozaffarzadeh, Moein
title Efficient nonlinear beamformer based on P’th root of detected signals for linear-array photoacoustic tomography : application to sentinel lymph node imaging
title_short Efficient nonlinear beamformer based on P’th root of detected signals for linear-array photoacoustic tomography : application to sentinel lymph node imaging
title_full Efficient nonlinear beamformer based on P’th root of detected signals for linear-array photoacoustic tomography : application to sentinel lymph node imaging
title_fullStr Efficient nonlinear beamformer based on P’th root of detected signals for linear-array photoacoustic tomography : application to sentinel lymph node imaging
title_full_unstemmed Efficient nonlinear beamformer based on P’th root of detected signals for linear-array photoacoustic tomography : application to sentinel lymph node imaging
title_sort efficient nonlinear beamformer based on p’th root of detected signals for linear-array photoacoustic tomography : application to sentinel lymph node imaging
publishDate 2018
url https://hdl.handle.net/10356/88990
http://hdl.handle.net/10220/46046
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